张良培

期刊论文

1. 袁强强，李正昊，杨倩倩，李杰，沈焕锋，张良培（2026）. 土壤水分机器学习遥感反演：进展与挑战. 《武汉大学学报(信息科学版)》.
2. Lingyu Sun, Chen Wu, Jialu Li, Bo Du, Liangpei Zhang (2026). Global pandemic reshaped urban expansion: insights into the policy and spatial expansion pattern in global 400+ cities. GIScience & Remote Sensing.DOI
3. Jiepan Li, He Huang, Wei He, Hong-Yan Zhang, Liangpei Zhang, Ting Liu, Mengke Yuan, Chao Lu, Kaixuan Lu, Baochai Peng, Heyang Duan, Mengya Li, Pan Zhang, Tao Wang, Tong-Kui Liao, Yan-Sheng Li, Bo Dang, Fanyi Wei, Jie-Yi Tan, Yangjie Lin, C. Persello, Saurabh Prasad, G. Vivone, Vincent Lonjou, F. Bretar, Raquel Rodriguez-Suquet, Pauline Guntzburger, Vincent Poulain, J. Le Moigne, Benjamin Smith, Sujay V. Kumar, Thomas Huang, S. Ricci, T. Nguyen, A. Piacentini (2026). Rapid Flood Mapping: Outcome of the 2024 IEEE GRSS Data Fusion Contest. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
4. Mofan Cheng, Zhuo Li, Lin-Xin Li, Weining He, Liangpei Zhang, Hong-Yan Zhang (2026). 25-year, quarterly land change maps of China's Loess Plateau reveal long-term and substantial water-induced soil erosion mitigation. Earth System Science Data.DOI
5. Zhuo Li, Lin-Xin Li, Ting Hu, Mofan Cheng, Wei He, Tong Qiu, Liangpei Zhang, Hong-Yan Zhang (2026). Satellite mapping of every building’s function in urban China reveals deep built environment disparities. Nature Communications.DOI
6. Heng Yan, A. Ma, Hong Shu, Yu-Ting Wan, Liangpei Zhang, Yanfei Zhong (2026). Ultra-high-resolution SAR and optical image registration: From global benchmark dataset to frequency-guided registration method. Isprs Journal of Photogrammetry and Remote Sensing.DOI
7. Jiepan Li, Wei He, Ting Hu, Minghao Tang, Liangpei Zhang (2026). Progressive uncertainty-guided network for binary segmentation in high-resolution remote sensing imagery. Isprs Journal of Photogrammetry and Remote Sensing.DOI
8. Jiayi Li, W.K. Wang, Xin Huang, Xiaofeng Pan, Song Ma, Bin Chen, Liangpei Zhang (2026). Deep-learning-based sub-meter urban construction-site mapping reveals China’s dual-track urban renewal. National Science Review.DOI
9. Zaiyan Zhang, Qiangqiang Yuan, Jie Li, Xianyu Jin, Yu Wan, Yi Xiao, Xin Bing Su, Liangpei Zhang (2026). CoRE-UIR: Prior-guided common and residual experts for efficient all-in-one remote sensing image restoration. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
10. Jiaqi Yang, Bo Du, Rong Liu, Jiayang Huang, Shizhen Chang, Liangpei Zhang (2026). Exploring Directional Sparsity and Cross-Modal Contrast-Consensus: MERGE-Net for HSI-SAR/LiDAR Joint Classification. IEEE Transactions on Geoscience and Remote Sensing.DOI
11. Ziyang Lihe, Qiangqiang Yuan, Jiang He, Liupeng Lin, Xianyu Jin, Huanfeng Shen, Liangpei Zhang (2026). Reconstructing cloud-free Sentinel-2 time series under complex degradations with state-driven spatio-temporal modeling. Remote Sensing of Environment.DOI
12. Li Zhenghao, Yuan Qiangqiang, YUE Linwei, Yang Qianqian, Huanfeng Shen, Liangpei Zhang (2026). Integrated remote sensing retrieval of surface and root-zone soil moisture through physical mechanisms-guided machine learning. Journal of Hydrology.DOI
13. Jie Yang, Xin Huang, Jiayi Li, Xiaofeng Pan, Song Ma, Liangpei Zhang (2026). High dynamic satellite data reveal slower global urban expansion and rising inequality during COVID. Communications Earth & Environment.DOI
14. Jie Li, Xi Zhang, Xiaobin Guan, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang (2026). A downscaling and fusion framework for fine-resolution gross primary productivity estimation. Geo-spatial Information Science.DOI
15. Qianqian Yang, Quan Yuan, Qiangqiang Yuan, Qiangqiang Yuan, Qiangqiang Yuan, Huanfeng Shen, Yuan Wang, Hongzan Jiao, Liangpei Zhang, Meng Chun Gao (2026). Reduced urban air pollution and mortality from the transition to new energy vehicles in China. Nature Health.DOI
16. Tian Xie, Huanfeng Shen, Menghui Jiang, Huifang Li, Chao Zeng, Juan Carlos Jiménez-Muñoz, José A. Sobrino, Jun Ma, Guanhao Zhang, Liangpei Zhang (2026). A mechanism-learning deeply coupled model for single-channel land surface temperature retrieval. Remote Sensing of Environment.DOI
17. Jiang He, Liupeng Lin, Zhuo Zheng, Qiangqiang Yuan, jie Li, Liangpei Zhang, Xiao Xiang Zhu (2026). Spatial-X fusion for multi-source satellite imageries. Remote Sensing of Environment.DOI
18. Lingyu Sun, Chen Wu, Liangpei Zhang, Haonan Guo (2026). An automatic, rapid and continuous impervious surface mapping framework based on historical land cover datasets. Geo-spatial Information Science.DOI
19. Wen Zhou, Chen Wu, Bo Du, Liangpei Zhang (2026). SAM-powered building footprint updating for various cities: Sparse labels meet historical data repurposing in urban monitoring. International Journal of Applied Earth Observation and Geoinformation.DOI
20. Tianyuan Zhou, Fulin Luo, Chuan Yun Fu, Tan Guo, Bo Du, Xinbo Gao, Liangpei Zhang (2026). TSCCD: Temporal Self-Construction Cross-Domain Learning for Unsupervised Hyperspectral Change Detection. IEEE Transactions on Image Processing.DOI
21. Fulin Luo, Yan Guan, Chuan Yun Fu, Tan Guo, Yong Li, Bo Du, Liangpei Zhang (2026). DEADet: Detail Enhancement with Multi-level Feature Joint Perception for Aircraft Fine-grained Object Detection. IEEE Transactions on Circuits and Systems for Video Technology.DOI
22. Yuzeng Chen, Qiangqiang Yuan, Bineng Zhong, Xiantao Hu, Jie Zhou, Xi Zhao, Xin Bing Su, Yuqi Tang, Liangpei Zhang (2026). CASS: A Context-Aware Memory Framework with Spectral-Spatial Modulation for UAV Multispectral Video Tracking. IEEE Transactions on Circuits and Systems for Video Technology.DOI
23. Dongchen Si, Di Wang, Erzhong Gao, Xiaolei Qin, Zhao Liu, Jing Zhang, Minqiang Xu, Jianbo Zhan, Jianshe Wang, Lin Liu, Bo Du, Liangpei Zhang (2026). SPEX: A Vision–Language Model for Land Cover Extraction on Spectral Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing.DOI
24. Jialu Li, L Sun, Chen Wu, Bo Du, Liangpei Zhang (2026). Dynamic Evolution: Continuous Change Monitoring in Time-Series Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing.DOI
25. Yuzeng Chen, Qiangqiang Yuan, Hong Xie, Xin Bing Su, Yuqi Tang, Renxiang Guan, Li Liu, Xinwang Liu, Liangpei Zhang (2026). Beyond Stepwise Modeling: Toward a Unified Contextual Reasoning Framework for Hyperspectral Video Object Tracking. IEEE Transactions on Image Processing.DOI
26. Liangpei Zhang, Lefei Zhang, Wei Ping He, Qiangqiang Yuan, Lanpu Zhao, Liqiang Zhang (2026). From Deep Learning to Earth-Scale Intelligence: A Roadmap for Universal Large Remote Sensing Models. Proceedings of the IEEE.DOI
27. Tianyuan Zhou, Fulin Luo, Meiqi Hu, Chuan Yun Fu, Tan Guo, Bo Du, Jocelyn Chanussot, Liangpei Zhang (2026). A Survey of Intelligent Change Detection Techniques for Hyperspectral Images Under Varying Supervision: Reliable reference points for method evaluation. IEEE Geoscience and Remote Sensing Magazine.DOI
28. Jianhao Miao, Xinghua Li, Xuechen Bai, Huanfeng Shen, Liangpei Zhang (2026). Progressive Co-training Network for Image Translation and Cross Domain Semantic Segmentation. IEEE Transactions on Circuits and Systems for Video Technology.DOI
29. Yali Wang, Fulin Luo, Chuan Yun Fu, Tan Guo, Yihui Duan, Chengxi Han, Bo Du, Liangpei Zhang (2026). Semi-DST: A Relation-Aware Frequency Transformer With Dual-Student–Teacher Framework for Semi-Supervised Hyperspectral Image Classification. IEEE Transactions on Image Processing.DOI
30. Yuting Wan, Ce Zhang, Ailong Ma, Zihang Chen, Chen Sun, Junjue Wang, Zhuo Zheng, Fanglin Bao, Liangpei Zhang, Yanfei Zhong (2025). Remote sensing intelligent interpretation brain: Real-time intelligent understanding of the Earth. Pnas Nexus, Vol. 4, No. 6.DOI
31. Lei Lei, Xinyu Wang, Yanfei Zhong, Liangpei Zhang (2025). FineCrop: Mapping fine-grained crops using class-aware feature decoupling and parcel-aware class rebalancing with Sentinel-2 time series. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
32. Xiaolei Qin, Xin Bing Su, Liangpei Zhang (2025). SITSMamba for Crop Classification based on Satellite Image Time Series. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
33. Jie Li, Shaowei Shi, Liupeng Lin, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang (2025). A multi-task learning framework for dual-polarization SAR imagery despeckling in temporal change detection scenarios. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
34. Ziyang Gong, Zhixiang Wei, Di Wang, Xiaoxing Hu, Xianzheng Ma, Hongruixuan Chen, Yuru Jia, Yupeng Deng, Zhenming Ji, Xiangwei Zhu, Xue Yang, Naoto Yokoya, Jing Zhang, Bo Du, Junchi Yan, Liangpei Zhang (2025). CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation. IEEE Transactions on Pattern Analysis and Machine Intelligence.DOI
35. Shi Chen, Lefei Zhang, Liangpei Zhang (2025). HSRMamba: Contextual Spatial-Spectral State Space Model for Single Hyperspectral Image Super-Resolution. International Joint Conference on Artificial Intelligence.DOI
36. Zhenghao Li, Qianqian Yang, Jie Li, Taoyong Jin, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang (2025). Global multi-scale surface soil moisture retrieval coupling physical mechanisms and machine learning in the cloud environment. Remote Sensing of Environment.DOI
37. Die Hu, Yuan Wang, Jing Ru Han, Linwei Yue, Qiang Zhang, Lei Fan, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang (2025). A global daily seamless 9 km vegetation optical depth (VOD) product from 2010 to 2021. Earth system science data.DOI
38. Di Wang, Meiqi Hu, Yao Jin, Yuchun Miao, Jiaqi Yang, Yichu Xu, Xiaolei Qin, Jiaqi Ma, Lingyu Sun, Chenxing Li, Chuan Yun Fu, Hongruixuan Chen, Chengxi Han, Naoto Yokoya, Jing Zhang, Minqiang Xu, Lin Liu, Lefei Zhang, Chen Wu, Bo Du, Dacheng Tao, Liangpei Zhang (2025). HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model. IEEE Transactions on Pattern Analysis and Machine Intelligence.DOI
39. Xiaolei Qin, Haonan Guo, Xin Su, Zhenghui Zhao, Di Wang, Liangpei Zhang (2025). Spatiotemporal masked pre-training for advancing crop mapping on satellite image time series with limited labels. International Journal of Applied Earth Observation and Geoinformation.DOI
40. Ziyang Lihe, Qiangqiang Yuan, Jiang He, Xianyu Jin, Yi Xiao, Yuzeng Chen, Huanfeng Shen, Liangpei Zhang (2025). Ada4DIR: An adaptive model-driven all-in-one image restoration network for remote sensing images. Information Fusion.DOI
41. Xiaobin Guan, Huanfeng Shen, Yuchen Wang, Dong Chu, Xinghua Li, Linwei Yue, Wei Li, Xinxin Liu, Liangpei Zhang (2025). Fusing MODIS and AVHRR products to generate a global 1-km continuous NDVI time series covering four decades. Big Earth Data.DOI
42. Yuzeng Chen, Qiangqiang Yuan, Xie Hong, Yuqi Tang, Yi Xiao, Jiang He, Renxiang Guan, Xinwang Liu, Liangpei Zhang (2025). Hyperspectral Video Tracking With Spectral–Spatial Fusion and Memory Enhancement. IEEE Transactions on Image Processing.DOI
43. Lei Hu, Wei Ping He, Liangpei Zhang, Hongyan Zhang (2025). TeDFL: Toward Text-Driven Few-Shot Learning for Forest Tree Species Classification With Airborne Hyperspectral Images. IEEE Transactions on Geoscience and Remote Sensing.DOI
44. Sun Jing, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang (2025). Super-Resolution for Remote Sensing Imagery via the Coupling of a Variational Model and Deep Learning. IEEE Transactions on Geoscience and Remote Sensing.DOI
45. Cheng Chen, Jie Li, Xinxin Liu, Qiangqiang Yuan, Liangpei Zhang (2025). Bidirectional-Aware Network Combining Transformer and Mamba for Hyperspectral Image Denoising. IEEE Transactions on Geoscience and Remote Sensing.DOI
46. Zhenghao Li, Qiangqiang Yuan, Linwei Yue, Huanfeng Shen, Liangpei Zhang (2025). Large-Scale Soil Moisture Retrieval under Limited In Situ Data Coupling Physical and Machine Learning Model. Journal of Remote Sensing.DOI
47. Zhenghui Zhao, Chen Wu, Di Wang, Hongruixuan Chen, Cuiqun Chen, Zhuo Zheng, Bo Du, Liangpei Zhang (2025). Advancing Weakly-Supervised Change Detection in Satellite Images via Adversarial Class Prompting. IEEE Transactions on Image Processing.DOI
48. Yi Xiao, Qiangqiang Yuan, Kui Jiang, Wenke Huang, Qiang Zhang, Tingting Zheng, Chia‐Wen Lin, Liangpei Zhang (2025). Spiking Meets Attention: Efficient Remote Sensing Image Super-Resolution with Attention Spiking Neural Networks. neural information processing systems.DOI
49. Yiquan Xu, Xin Bing Su, Liangpei Zhang (2025). Diffpurifier: An Optical and SAR Image Change Detection Method Based on Diffusion Purification. IEEE Transactions on Geoscience and Remote Sensing.DOI
50. Meiqi Hu, Chen Wu, Rong Liu, Liangpei Zhang (2025). ACR-Net: Adaptive Correlation Refined Hyperspectral Unmixing. IEEE Transactions on Geoscience and Remote Sensing.DOI
51. Dehui Zhu, Yao Lu, Ping Zhong, Bo Du, Liangpei Zhang (2025). Subtle Spectral Difference Discriminative Deep Metric Learning With Spectral Center Construction for Hyperspectral Target Detection. IEEE Transactions on Geoscience and Remote Sensing.DOI
52. 张良培（2024）. 高光谱遥感影像智能处理.
53. Lei Lei, Xinyu Wang, Xin Yu Hu, Liangpei Zhang, Yanfei Zhong (2024). PhenoCropNet: A Phenology-Aware-Based SAR Crop Mapping Network for Cloudy and Rainy Areas. IEEE Transactions on Geoscience and Remote Sensing.DOI
54. Mi Hye Song, Yanfei Zhong, Ailong Ma, Da He, Liangpei Zhang (2024). Multiobjective Spatiotemporal Subpixel Mapping for Remote Sensing Imagery. IEEE Transactions on Geoscience and Remote Sensing.DOI
55. Yanfei Zhong, Jingjun Yi, Richen Ye, Liangpei Zhang (2024). Cross-Station Continual Aurora Image Classification. IEEE Transactions on Geoscience and Remote Sensing.DOI
56. Haonan Guo, Xin Bing Su, Chen Wu, Bo Du, Liangpei Zhang (2024). Building-Road Collaborative Extraction From Remote Sensing Images via Cross-Task and Cross-Scale Interaction. IEEE Transactions on Geoscience and Remote Sensing.DOI
57. Menghui Jiang, Huanfeng Shen, Jie Li, Liangpei Zhang (2024). Generalized spatio-temporal-spectral integrated fusion for soil moisture downscaling. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
58. Ke Tian, Yanfei Zhong, Mi Song, Xinyu Wang, Liangpei Zhang (2024). Mineral detection based on hyperspectral remote sensing imagery on Mars: From detection methods to fine mapping. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
59. Liying Xu, Huifang Li, Huanfeng Shen, Chi Zhang, Liangpei Zhang (2024). A thin cloud blind correction method coupling a physical model with unsupervised deep learning for remote sensing imagery. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
60. Haonan Guo, Xin Bing Su, Chen Wu, Bo Du, Liangpei Zhang, Deren Li (2024). Remote Sensing ChatGPT: Solving Remote Sensing Tasks with ChatGPT and Visual Models. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
61. Jiepan Li, He Huang, Wei He, Hongyan Zhang, Liangpei Zhang (2024). Overcoming the Uncertainty Challenges in Flood Rapid Mapping with Multi-Source Optical Data. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
62. He Huang, Jiepan Li, Wei He, Hongyan Zhang, Liangpei Zhang (2024). Overcoming the Uncertainty Challenges in Flood Rapid Mapping with SAR Data. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
63. Lei Lei, Yang Pan, Xinyu Wang, Yanfei Zhong, Liangpei Zhang (2024). A Multi-Level Fine-Grained Crop Classification Method Based on Multi-Expert Knowledge Distill. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
64. Xiaolei Qin, Xin Bing Su, Liangpei Zhang (2024). Knowledge-Guided Satellite Image Time Series Classification Network for Crop Mapping. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
65. Lei Shi, Weidong Sun, Jie Yang, Liangpei Zhang (2024). Polarimetric calibration of linear dual-pol SAR when corner reflectors are unavailable. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
66. Xinghua Li, Linglin Xie, Cai‐Feng Wang, Jianhao Miao, Huanfeng Shen, Liangpei Zhang (2024). Boundary-enhanced dual-stream network for semantic segmentation of high-resolution remote sensing images. GIScience & Remote Sensing.DOI
67. Zhendong Sun, Yanfei Zhong, Xinyu Wang, Liangpei Zhang (2024). Identifying cropland non-agriculturalization with high representational consistency from bi-temporal high-resolution remote sensing images: From benchmark datasets to real-world application. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
68. Junjue Wang, Ailong Ma, Zihang Chen, Zhuo Zheng, Yuting Wan, Liangpei Zhang, Yanfei Zhong (2024). EarthVQANet: Multi-task visual question answering for remote sensing image understanding. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
69. Meiqi Hu, Chen Wu, Liangpei Zhang (2024). GlobalMind: Global multi-head interactive self-attention network for hyperspectral change detection. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
70. Yuzeng Chen, Yuqi Tang, Yi Xiao, Qiangqiang Yuan, Yu‐Wei Zhang, Fengqing Liu, Jiang He, Liangpei Zhang (2024). Satellite video single object tracking: A systematic review and an oriented object tracking benchmark. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
71. Qiqi Zhu, Zhen Li, Tianjian Song, Ling Yao, Qingfeng Guan, Liangpei Zhang (2024). Unrestricted region and scale: Deep self-supervised building mapping framework across different cities from five continents. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
72. Yinhe Liu, Yanfei Zhong, Sunan Shi, Liangpei Zhang (2024). Scale-aware deep reinforcement learning for high resolution remote sensing imagery classification. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
73. Junjue Wang, Yanfei Zhong, Ailong Ma, Zhuo Zheng, Yuting Wan, Liangpei Zhang (2024). LoveNAS: Towards multi-scene land-cover mapping via hierarchical searching adaptive network. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
74. Tao Chen, Liang Lv, Di Wang, Jing Zhang, Yue Yang, Zeyang Zhao, Chen Wang, Xiaowei Guo, Hao Chen, Qingye Wang, Yufei Xu, Qiming Zhang, Bo Du, Liangpei Zhang, Dacheng Tao (2024). Empowering Agrifood System with Artificial Intelligence: A Survey of the Progress, Challenges and Opportunities. ACM Computing Surveys.DOI
75. Lei Lei, Xinyu Wang, Liangpei Zhang, Xin Yu Hu, Yanfei Zhong (2024). CROPUP: Historical products are all you need? An end-to-end cross-year crop map updating framework without the need for in situ samples. Remote Sensing of Environment.DOI
76. Shi Chen, Lefei Zhang, Liangpei Zhang (2024). Cyclic Cross-Modality Interaction for Hyperspectral and Multispectral Image Fusion. IEEE Transactions on Circuits and Systems for Video Technology.DOI
77. Yuzeng Chen, Qiangqiang Yuan, Yuqi Tang, Yi Xiao, Jiang He, Te Han, Zhenqi Liu, Liangpei Zhang (2024). SSTtrack: A unified hyperspectral video tracking framework via modeling spectral-spatial-temporal conditions. Information Fusion.DOI
78. Sun Jing, Qiangqiang Yuan, Huanfeng Shen, Jie Li, Liangpei Zhang (2024). A Single-Frame and Multi-Frame Cascaded Image Super-Resolution Method. Sensors.DOI
79. Chen Wu, Liangpei Zhang, Bo Du, Hongruixuan Chen, Jingxuan Wang, Huan Zhong (2024). UNet-Like Remote Sensing Change Detection: A review of current models and research directions. IEEE Geoscience and Remote Sensing Magazine.DOI
80. Zhuo Zheng, Yanfei Zhong, Ailong Ma, Liangpei Zhang (2024). Single-Temporal Supervised Learning for Universal Remote Sensing Change Detection. International Journal of Computer Vision.DOI
81. He Huang, Wei Ping He, Hongyan Zhang, Yu Xia, Liangpei Zhang (2024). STFDiff: Remote sensing image spatiotemporal fusion with diffusion models. Information Fusion.DOI
82. Chuan Yun Fu, Bo Du, Liangpei Zhang (2024). Hybrid-context-based multi-prior entropy modeling for learned lossless image compression. Pattern Recognition.DOI
83. Dehui Zhu, Ping Zhong, Bo Du, Liangpei Zhang (2024). Attention-based Sparse and Collaborative Spectral Abundance Learning for Hyperspectral Subpixel Target Detection. Neural Networks.DOI
84. Yun Zhang, Bin Yang, Xi Zhao, Shiqian Wu, Bin Luo, Liangpei Zhang (2024). Outlier Detection by Energy Minimization in Quantized Residual Preference Space for Geometric Model Fitting. Electronics.DOI
85. Yuzeng Chen, Yuqi Tang, Qiangqiang Yuan, Liangpei Zhang (2024). REPS: Rotation equivariant Siamese network enhanced by probability segmentation for satellite video tracking. International Journal of Applied Earth Observation and Geoinformation.DOI
86. Lingyu Sun, Yuxin Lou, Qian Shi, Liangpei Zhang (2024). Spatial domain transfer: Cross-regional paddy rice mapping with a few samples based on Sentinel-1 and Sentinel-2 data on GEE. International Journal of Applied Earth Observation and Geoinformation.DOI
87. Sihan Zhu, Chen Wu, Bo Du, Liangpei Zhang (2024). Adversarial pair-wise distribution matching for remote sensing image cross-scene classification. Neural Networks.DOI
88. Ziyang Lihe, Jiang He, Qiangqiang Yuan, Xianyu Jin, Yi Xiao, Liangpei Zhang (2024). PhDnet: A novel physic-aware dehazing network for remote sensing images. Information Fusion.DOI
89. Sunan Shi, Yanfei Zhong, Yinhe Liu, Liangpei Zhang, Deren Li (2024). Cross-temporal high spatial resolution urban scene classification and change detection based on a class-weighted deep adaptation network. Urban Informatics.DOI
90. Yi Xiao, Qiangqiang Yuan, Kui Jiang, Jiang He, Chia‐Wen Lin, Liangpei Zhang (2024). TTST: A Top- k Token Selective Transformer for Remote Sensing Image Super-Resolution. IEEE Transactions on Image Processing.DOI
91. Di Wang, Jing Zhang, Minqiang Xu, Lin Liu, Dongsheng Wang, Erzhong Gao, Chengxi Han, Haonan Guo, Bo Du, Dacheng Tao, Liangpei Zhang (2024). MTP: Advancing Remote Sensing Foundation Model via Multitask Pretraining. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
92. Jiepan Li, Wei Ping He, Weinan Cao, Liangpei Zhang, Hongyan Zhang (2024). UANet: An Uncertainty-Aware Network for Building Extraction From Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing.DOI
93. Shi Chen, Lefei Zhang, Liangpei Zhang (2024). Cross-Scope Spatial-Spectral Information Aggregation for Hyperspectral Image Super-Resolution. IEEE Transactions on Image Processing.DOI
94. Haonan Guo, Xin Bing Su, Chen Wu, Bo Du, Liangpei Zhang (2024). SAAN: Similarity-Aware Attention Flow Network for Change Detection With VHR Remote Sensing Images. IEEE Transactions on Image Processing.DOI
95. Ruoyu Yang, Yanfei Zhong, Yinhe Liu, Xiaoyan Lu, Liangpei Zhang (2024). Occlusion-Aware Road Extraction Network for High-Resolution Remote Sensing Imagery. IEEE Transactions on Geoscience and Remote Sensing.DOI
96. Chuan Yun Fu, Bo Du, Liangpei Zhang (2024). Do We Need Learnable Classifiers? A Hyperspectral Image Classification Algorithm Based on Attention-Enhanced ResBlock-in-ResBlock and ETF Classifier. IEEE Transactions on Geoscience and Remote Sensing.DOI
97. Lingyu Sun, Tianyao Yang, Yuxin Lou, Qian Shi, Liangpei Zhang (2024). Paddy Rice Mapping Based on Phenology Matching and Cultivation Pattern Analysis Combining Multi-Source Data in Guangdong, China. Journal of Remote Sensing.DOI
98. Zhenqi Liu, Yanfei Zhong, Guorui Ma, Xinyu Wang, Liangpei Zhang (2024). A Deep Temporal-Spectral–Spatial Anchor-Free Siamese Tracking Network for Hyperspectral Video Object Tracking. IEEE Transactions on Geoscience and Remote Sensing.DOI
99. Jue Wang, Yanfei Zhong, Liangpei Zhang (2024). Contrastive Scene Change Representation Learning for High-Resolution Remote Sensing Scene Change Detection. IEEE Transactions on Geoscience and Remote Sensing.DOI
100. 钟燕飞，王心宇，胡鑫，王少宇，万瑜廷，唐舸，张良培（2023）. 高光谱高空间分辨率遥感观测、处理与应用. 《测绘学报》.
101. 张良培，张乐飞，袁强强（2023）. 遥感大模型：进展与前瞻. 《武汉大学学报(信息科学版)》.
102. 沈焕锋，张良培（2023）. 地球表层特征参量反演与模拟的机理-学习耦合范式. 《中国科学:地球科学》.
103. Yuzeng Chen, Qiangqiang Yuan, Yuqi Tang, Yi Xiao, Jiang He, Liangpei Zhang (2023). SPIRIT: Spectral Awareness Interaction Network With Dynamic Template for Hyperspectral Object Tracking. IEEE Transactions on Geoscience and Remote Sensing.DOI
104. Bowen Xu, Dong Liang, Gui-Song Xia, Liangpei Zhang (2023). Efficient Rural Building Segmentation via a Multilevel Decoding Network. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
105. Yi Xiao, Qiangqiang Yuan, Jiang He, Liangpei Zhang (2023). Remote sensing image super-resolution via cross-scale hierarchical transformer. Geo-spatial Information Science.DOI
106. Yi Xiao, Qiangqiang Yuan, Kui Jiang, Jiang He, Xianyu Jin, Liangpei Zhang (2023). EDiffSR: An Efficient Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution. IEEE Transactions on Geoscience and Remote Sensing.DOI
107. Sihan Zhu, Chen Wu, Bo Du, Liangpei Zhang (2023). Robust Remote Sensing Image Cross-Scene Classification Under Noisy Environment. IEEE Transactions on Geoscience and Remote Sensing.DOI
108. Jiaqi Yang, Bo Du, Di Wang, Liangpei Zhang (2023). ITER: Image-to-Pixel Representation for Weakly Supervised HSI Classification. IEEE Transactions on Image Processing.DOI
109. Zhengshun Du, Xinghua Li, Jianhao Miao, Yanyuan Huang, Huanfeng Shen, Liangpei Zhang (2023). Concatenated Deep-Learning Framework for Multitask Change Detection of Optical and SAR Images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
110. Qiang Zhang, Jian Zhu, Yan Huang, Qiangqiang Yuan, Liangpei Zhang (2023). Beyond being wise after the event: Combining spatial, temporal and spectral information for Himawari-8 early-stage wildfire detection. International Journal of Applied Earth Observation and Geoinformation.DOI
111. Yuchun Miao, Lefei Zhang, Liangpei Zhang, Dacheng Tao (2023). DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration. IEEE/CVF International Conference on Computer Vision (ICCV).DOI
112. Zhuo Zheng, Shiqi Tian, Ailong Ma, Liangpei Zhang, Yanfei Zhong (2023). Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process. IEEE/CVF International Conference on Computer Vision (ICCV).DOI
113. Yanfei Zhong, Bowen Yan, Jingjun Yi, Ruiyi Yang, Mengzi Xu, Yu Su, Zhendong Zheng, Liangpei Zhang (2023). Global urban high-resolution land-use mapping: From benchmarks to multi-megacity applications. Remote Sensing of Environment.DOI
114. Nan Xue, Tianfu Wu, Song Bai, Fudong Wang, Gui-Song Xia, Liangpei Zhang, Philip H. S. Torr (2023). Holistically-Attracted Wireframe Parsing: From Supervised to Self-Supervised Learning. IEEE Transactions on Pattern Analysis and Machine Intelligence.DOI
115. Yi Xiao, Qiangqiang Yuan, Kui Jiang, Xianyu Jin, Jiang He, Liangpei Zhang, Chia‐Wen Lin (2023). Local-Global Temporal Difference Learning for Satellite Video Super-Resolution. IEEE Transactions on Circuits and Systems for Video Technology.DOI
116. Sunan Shi, Yanfei Zhong, Yinhe Liu, Jue Wang, Yuting Wan, Ji Jun Zhao, Pengyuan Lv, Liangpei Zhang, Deren Li (2023). Multi-temporal urban semantic understanding based on GF-2 remote sensing imagery: from tri-temporal datasets to multi-task mapping. International Journal of Digital Earth.DOI
117. Yuan Wang, Qiangqiang Yuan, Tongwen Li, Yuanjian Yang, Siqin Zhou, Liangpei Zhang (2023). Seamless mapping of long-term (2010–2020) daily global XCO 2 and XCH 4 from the Greenhouse Gases Observing Satellite (GOSAT), Orbiting Carbon Observatory 2 (OCO-2), and CAMS global greenhouse gas reanalysis (CAMS-EGG4) with a spatiotemporally self-supervised fusion method. Earth system science data.DOI
118. Dingyuan Chen, Yanfei Zhong, Ailong Ma, Zhuo Zheng, Liangpei Zhang (2023). Explicable Fine-Grained Aircraft Recognition Via Deep Part Parsing Prior Framework for High-Resolution Remote Sensing Imagery. IEEE Transactions on Cybernetics.DOI
119. Caiyi Jin, Qiangqiang Yuan, Tongwen Li, Yuan Wang, Liangpei Zhang (2023). An optimized semi-empirical physical approach for satellite-based PM 2.5 retrieval: embedding machine learning to simulate complex physical parameters. Geoscientific model development.DOI
120. Zhuo Zheng, Yanfei Zhong, Junjue Wang, Ailong Ma, Liangpei Zhang (2023). FarSeg++: Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery. IEEE Transactions on Pattern Analysis and Machine Intelligence.DOI
121. Di Wang, Bo Du, Liangpei Zhang, Dacheng Tao (2023). HKNAS: Classification of Hyperspectral Imagery Based on Hyper Kernel Neural Architecture Search. IEEE Transactions on Neural Networks and Learning Systems.DOI
122. Jiaqi Yang, Bo Du, Liangpei Zhang (2023). Overcoming the Barrier of Incompleteness: A Hyperspectral Image Classification Full Model. IEEE Transactions on Neural Networks and Learning Systems.DOI
123. Yuan Wang, Qiangqiang Yuan, Tongwen Li, Yuanjian Yang, Siqin Zhou, Liangpei Zhang (2023). Comment on essd-2023-28.DOI
124. Di Wang, Bo Du, Liangpei Zhang (2023). Spectral-Spatial Global Graph Reasoning for Hyperspectral Image Classification. IEEE Transactions on Neural Networks and Learning Systems.DOI
125. Jiang He, Qiangqiang Yuan, Jie Li, Yi Xiao, Denghong Liu, Huanfeng Shen, Liangpei Zhang (2023). Spectral super-resolution meets deep learning: Achievements and challenges. Information Fusion.DOI
126. Yi Xiao, Qiangqiang Yuan, Kui Jiang, Jiang He, Yuan Wang, Liangpei Zhang (2023). From degrade to upgrade: Learning a self-supervised degradation guided adaptive network for blind remote sensing image super-resolution. Information Fusion.DOI
127. Yinhe Liu, Yanfei Zhong, Ailong Ma, Ji Zhao, Liangpei Zhang (2023). Cross-resolution national-scale land-cover mapping based on noisy label learning: A case study of China. International Journal of Applied Earth Observation and Geoinformation.DOI
128. Dehui Zhu, Bo Du, Meiqi Hu, Yanni Dong, Liangpei Zhang (2023). Collaborative-guided spectral abundance learning with bilinear mixing model for hyperspectral subpixel target detection. Neural Networks.DOI
129. Dehui Zhu, Bo Du, Liangpei Zhang (2023). Learning Single Spectral Abundance for Hyperspectral Subpixel Target Detection. IEEE Transactions on Neural Networks and Learning Systems.DOI
130. Huanfeng Shen, Liangpei Zhang (2023). Mechanism-learning coupling paradigms for parameter inversion and simulation in earth surface systems. Science China Earth Sciences.DOI
131. Chen Wu, Bo Du, Liangpei Zhang (2023). Fully Convolutional Change Detection Framework With Generative Adversarial Network for Unsupervised, Weakly Supervised and Regional Supervised Change Detection. IEEE Transactions on Pattern Analysis and Machine Intelligence.DOI
132. Shi Chen, Lefei Zhang, Liangpei Zhang (2023). MSDformer: Multiscale Deformable Transformer for Hyperspectral Image Super-Resolution. IEEE Transactions on Geoscience and Remote Sensing.DOI
133. Meiqi Hu, Chen Wu, Bo Du, Liangpei Zhang (2023). Binary Change Guided Hyperspectral Multiclass Change Detection. IEEE Transactions on Image Processing.DOI
134. Di Wang, Jing Zhang, Bo Du, Liangpei Zhang, Dacheng Tao (2023). DCN-T: Dual Context Network With Transformer for Hyperspectral Image Classification. IEEE Transactions on Image Processing.DOI
135. Lei Hu, Wei Ping He, Liangpei Zhang, Hongyan Zhang (2023). Cross-Domain Meta-Learning Under Dual-Adjustment Mode for Few-Shot Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing.DOI
136. Jiaqi Yang, Bo Du, Yonghao Xu, Liangpei Zhang (2023). Can Spectral Information Work While Extracting Spatial Distribution?—An Online Spectral Information Compensation Network for HSI Classification. IEEE Transactions on Image Processing.DOI
137. Yi Xiao, Qiangqiang Yuan, Qiang Zhang, Liangpei Zhang (2023). Deep Blind Super-Resolution for Satellite Video. IEEE Transactions on Geoscience and Remote Sensing.DOI
138. Chen Sun, Xinyu Wang, Zhenqi Liu, Yuting Wan, Liangpei Zhang, Yanfei Zhong (2023). SiamOHOT: A Lightweight Dual Siamese Network for Onboard Hyperspectral Object Tracking via Joint Spatial-Spectral Knowledge Distillation. IEEE Transactions on Geoscience and Remote Sensing.DOI
139. Jue Wang, Yanfei Zhong, Liangpei Zhang (2023). Change Detection Based on Supervised Contrastive Learning for High-Resolution Remote Sensing Imagery. IEEE Transactions on Geoscience and Remote Sensing.DOI
140. Yuting Wan, Chao Chen, Ailong Ma, Liangpei Zhang, Xunqiang Gong, Yanfei Zhong (2023). Adaptive Multistrategy Particle Swarm Optimization for Hyperspectral Remote Sensing Image Band Selection. IEEE Transactions on Geoscience and Remote Sensing.DOI
141. Haonan Guo, Xin Bing Su, Chen Wu, Bo Du, Liangpei Zhang (2023). Decoupling Semantic and Edge Representations for Building Footprint Extraction From Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing.DOI
142. Chunyang Cui, Xinyu Wang, Shaoyu Wang, Liangpei Zhang, Yanfei Zhong (2023). Unrolling Nonnegative Matrix Factorization With Group Sparsity for Blind Hyperspectral Unmixing. IEEE Transactions on Geoscience and Remote Sensing.DOI
143. Chuan Yun Fu, Bo Du, Liangpei Zhang (2023). SAR Image Compression Based on Multi-Resblock and Global Context. IEEE Geoscience and Remote Sensing Letters.DOI
144. Shuang Luo, Huifang Li, Yiqiu Li, Chenglin Shao, Huanfeng Shen, Liangpei Zhang (2023). An Evolutionary Shadow Correction Network and a Benchmark UAV Dataset for Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing.DOI
145. Zhenghao Li, Qiangqiang Yuan, Liangpei Zhang (2023). Geo-Intelligent Retrieval Framework Based on Machine Learning in the Cloud Environment: A Case Study of Soil Moisture Retrieval. IEEE Transactions on Geoscience and Remote Sensing.DOI
146. Chunyang Cui, Yanfei Zhong, Xinyu Wang, Liangpei Zhang (2023). Realistic Mixing Miniature Scene Hyperspectral Unmixing: From Benchmark Datasets to Autonomous Unmixing. IEEE Transactions on Geoscience and Remote Sensing.DOI
147. Sihan Zhu, Chen Wu, Bo Du, Liangpei Zhang (2023). Adversarial Divergence Training for Universal Cross-Scene Classification. IEEE Transactions on Geoscience and Remote Sensing.DOI
148. Lei Shi, Le Yang, Weidong Sun, Jie Yang, Pingxiang Li, Liangpei Zhang (2023). Amplitude-Optimized UZH for Polarimetric Channel Imbalance Calibration in PolSAR Data. IEEE Transactions on Geoscience and Remote Sensing.DOI
149. Yanfei Peng, Jiang He, Qiangqiang Yuan, Shouxing Wang, Xinde Chu, Liangpei Zhang (2023). Automated glacier extraction using a Transformer based deep learning approach from multi-sensor remote sensing imagery. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
150. Dingyuan Chen, Yanfei Zhong, Ailong Ma, Liangpei Zhang (2023). Blurry dense object extraction based on buffer parsing network for high-resolution satellite remote sensing imagery. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
151. Shiqi Tian, Xicheng Tan, Ailong Ma, Zhuo Zheng, Liangpei Zhang, Yanfei Zhong (2023). Temporal-agnostic change region proposal for semantic change detection. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
152. Jiang He, Qiangqiang Yuan, Jie Li, Yi Xiao, Liangpei Zhang (2023). A self-supervised remote sensing image fusion framework with dual-stage self-learning and spectral super-resolution injection. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
153. Yang Pan, Xinyu Wang, Liangpei Zhang, Yanfei Zhong (2023). E2EVAP: End-to-end vectorization of smallholder agricultural parcel boundaries from high-resolution remote sensing imagery. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
154. Sihan Zhu, Chen Wu, Bo Du, Liangpei Zhang (2023). Style and content separation network for remote sensing image cross-scene generalization. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
155. Jiaqi Yang, Bo Du, Liangpei Zhang (2023). From center to surrounding: An interactive learning framework for hyperspectral image classification. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
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162. Yuting Wan, Yanfei Zhong, Ailong Ma, Junjue Wang, Liangpei Zhang (2022). E2SCNet: Efficient Multiobjective Evolutionary Automatic Search for Remote Sensing Image Scene Classification Network Architecture. IEEE Transactions on Neural Networks and Learning Systems.DOI
163. Caiyi Jin, Qiangqiang Yuan, Tongwen Li, Yuan Wang, Liangpei Zhang (2022). Comment on egusphere-2022-946.DOI
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167. Huanfeng Shen, Menghui Jiang, Jie Li, Chenxia Zhou, Qiangqiang Yuan, Liangpei Zhang (2022). Coupling Model- and Data-Driven Methods for Remote Sensing Image Restoration and Fusion: Improving physical interpretability. IEEE Geoscience and Remote Sensing Magazine.DOI
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170. Junjue Wang, Ailong Ma, Yanfei Zhong, Zhuo Zheng, Liangpei Zhang (2022). Cross-sensor domain adaptation for high spatial resolution urban land-cover mapping: From airborne to spaceborne imagery. Remote Sensing of Environment.DOI
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176. Siyu Tan, Yuan Wang, Qiangqiang Yuan, Li Zheng, Tongwen Li, Huanfeng Shen, Liangpei Zhang (2022). Reconstructing global PM2.5 monitoring dataset from OpenAQ using a two-step spatio-temporal model based on SES-IDW and LSTM. Environmental Research Letters.DOI
177. Pengyuan Lv, Wenjun Wu, Yanfei Zhong, Fang Du, Liangpei Zhang (2022). SCViT: A Spatial-Channel Feature Preserving Vision Transformer for Remote Sensing Image Scene Classification. IEEE Transactions on Geoscience and Remote Sensing.DOI
178. Qiang Zhang, Qiangqiang Yuan, Meiping Song, Haoyang Yu, Liangpei Zhang (2022). Cooperated Spectral Low-Rankness Prior and Deep Spatial Prior for HSI Unsupervised Denoising. IEEE Transactions on Image Processing.DOI
179. Yichu Xu, Lefei Zhang, Bo Du, Liangpei Zhang (2022). Hyperspectral Anomaly Detection Based on Machine Learning: An Overview. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
180. Meiqi Hu, Chen Wu, Liangpei Zhang (2022). HyperNet: Self-Supervised Hyperspectral Spatial–Spectral Feature Understanding Network for Hyperspectral Change Detection. IEEE Transactions on Geoscience and Remote Sensing.DOI
181. Hongyan Zhang, Jiaqi Zou, Liangpei Zhang (2022). EMS-GCN: An End-to-End Mixhop Superpixel-Based Graph Convolutional Network for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing.DOI
182. Xiaoyan Lu, Yanfei Zhong, Zhuo Zheng, Dingyuan Chen, Yu Su, Ailong Ma, Liangpei Zhang (2022). Cascaded Multi-Task Road Extraction Network for Road Surface, Centerline, and Edge Extraction. IEEE Transactions on Geoscience and Remote Sensing.DOI
183. Fengfeng Wang, Jie Li, Qiangqiang Yuan, Liangpei Zhang (2022). Local–Global Feature-Aware Transformer Based Residual Network for Hyperspectral Image Denoising. IEEE Transactions on Geoscience and Remote Sensing.DOI
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185. Ailong Ma, Ning Yu, Zhuo Zheng, Yanfei Zhong, Liangpei Zhang (2022). A Supervised Progressive Growing Generative Adversarial Network for Remote Sensing Image Scene Classification. IEEE Transactions on Geoscience and Remote Sensing.DOI
186. Huilin Xu, Wei Ping He, Liangpei Zhang, Hongyan Zhang (2022). Unsupervised Spectral–Spatial Semantic Feature Learning for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing.DOI
187. Cong Yang, Yanni Dong, Bo Du, Liangpei Zhang (2022). Attention-Based Dynamic Alignment and Dynamic Distribution Adaptation for Remote Sensing Cross-Domain Scene Classification. IEEE Transactions on Geoscience and Remote Sensing.DOI
188. Kunping Yang, Xinyi Tong, Gui-Song Xia, Weiming Shen, Liangpei Zhang (2022). Hidden Path Selection Network for Semantic Segmentation of Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing.DOI
189. Hongyu Chen, Hongyan Zhang, Guangyi Yang, Shengyang Li, Liangpei Zhang (2022). A Mutual Information Domain Adaptation Network for Remotely Sensed Semantic Segmentation. IEEE Transactions on Geoscience and Remote Sensing.DOI
190. Chao Chen, Yuting Wan, Ailong Ma, Liangpei Zhang, Yanfei Zhong (2022). A Decomposition-Based Multiobjective Clonal Selection Algorithm for Hyperspectral Image Feature Selection. IEEE Transactions on Geoscience and Remote Sensing.DOI
191. Xiaoyan Lu, Yanfei Zhong, Liangpei Zhang (2022). Open-Source Data-Driven Cross-Domain Road Detection From Very High Resolution Remote Sensing Imagery. IEEE Transactions on Image Processing.DOI
192. Yiyao Song, Hongyan Zhang, He Huang, Liangpei Zhang (2022). Remote Sensing Image Spatiotemporal Fusion via a Generative Adversarial Network With One Prior Image Pair. IEEE Transactions on Geoscience and Remote Sensing.DOI
193. Wei Ping He, Quanming Yao, Naoto Yokoya, Tatsumi Uezato, Hongyan Zhang, Liangpei Zhang (2022). Spectrum-Aware and Transferable Architecture Search for Hyperspectral Image Restoration. Lecture notes in computer science.DOI
194. Dehui Zhu, Bo Du, Yanni Dong, Liangpei Zhang (2022). Spatial–Spectral Joint Reconstruction With Interband Correlation for Hyperspectral Anomaly Detection. IEEE Transactions on Geoscience and Remote Sensing.DOI
195. Jiang He, Qiangqiang Yuan, Jie Li, Liangpei Zhang (2022). A Knowledge Optimization-Driven Network With Normalizer-Free Group ResNet Prior for Remote Sensing Image Pan-Sharpening. IEEE Transactions on Geoscience and Remote Sensing.DOI
196. Da He, Qian Shi, Xiaoping Liu, Yanfei Zhong, Gui-Song Xia, Liangpei Zhang (2022). Generating annual high resolution land cover products for 28 metropolises in China based on a deep super-resolution mapping network using Landsat imagery. GIScience & Remote Sensing.DOI
197. Yuan Wang, Qiangqiang Yuan, Siqin Zhou, Liangpei Zhang (2022). Global spatiotemporal completion of daily high-resolution TCCO from TROPOMI over land using a swath-based local ensemble learning method. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
198. Ziqiao Wang, Hongyan Zhang, Wei Ping He, Liangpei Zhang (2022). Cross-phenological-region crop mapping framework using Sentinel-2 time series Imagery: A new perspective for winter crops in China. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
199. Shiqi Tian, Yanfei Zhong, Zhuo Zheng, Ailong Ma, Xicheng Tan, Liangpei Zhang (2022). Large-scale deep learning based binary and semantic change detection in ultra high resolution remote sensing imagery: From benchmark datasets to urban application. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
200. Zhuohong Li, Hongyan Zhang, Fangxiao Lu, Ruoyao Xue, Guangyi Yang, Liangpei Zhang (2022). Breaking the resolution barrier: A low-to-high network for large-scale high-resolution land-cover mapping using low-resolution labels. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
201. Pengyuan Lv, Wenjun Wu, Yanfei Zhong, Liangpei Zhang (2022). Review of Vision Transformer Models for Remote Sensing Image Scene Classification. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
202. Bo Li, Pengyuan Lv, Yanfei Zhong, Liangpei Zhang (2022). High Resolution Remote Sensing Image Semantic Segmentation Based on Ultra-Lightweight Fully Convolution Neural Network. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
203. Ziyu Liu, Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang, Tieyong Zeng (2022). Remote Sensing Image Super-Resolution via Dilated Convolution Network with Gradient Prior. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
204. Zhi Li, Ruyi Feng, Yichang Shi, Lizhe Wang, Yanfei Zhong, Liangpei Zhang, Tieyong Zeng (2022). Graph Laplacian Regularized Spectral-Spatial-Sparse Unmixing for Hyperspectral Imagery. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
205. Yuting Wan, Yanfei Zhong, Ailong Ma, Junjue Wang, Liangpei Zhang (2022). Mae-Net: A Micro Network Architecture Evolutionary Search Method for Remote Sensing Image Scene Classification. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
206. Yinong Guo, Chen Wu, Bo Du, Liangpei Zhang (2022). Density Map-based vehicle counting in remote sensing images with limited resolution. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
207. Zhiwei Li, Huanfeng Shen, Qihao Weng, Yuzhuo Zhang, Peng Dou, Liangpei Zhang (2022). Cloud and cloud shadow detection for optical satellite imagery: Features, algorithms, validation, and prospects. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
208. Hengwei Zhao, Yanfei Zhong, Xinyu Wang, Xin Yu Hu, Chang Luo, Mark Kipkurwa Boitt, Rami Piiroinen, Liangpei Zhang, Janne Heiskanen, Petri Pellikka (2022). Mapping the distribution of invasive tree species using deep one-class classification in the tropical montane landscape of Kenya. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
209. Qian Shi, Xiaopei Tang, Taoru Yang, Rong Liu, Liangpei Zhang (2021). Hyperspectral Image Denoising Using a 3-D Attention Denoising Network. IEEE Transactions on Geoscience and Remote Sensing.DOI
210. Qiang Zhang, Qiangqiang Yuan, Jie Li, Yuan Wang, Fujun Sun, Liangpei Zhang (2021). Generating seamless global daily AMSR2 soil moisture (SGD-SM) long-term products for the years 2013–2019. Earth system science data.DOI
211. Yanfei Zhong, Xinyu Wang, Shaoyu Wang, Liangpei Zhang (2021). Advances in spaceborne hyperspectral remote sensing in China. Geo-spatial Information Science.DOI
212. Yang Long, Gui-Song Xia, Shengyang Li, Wen Tao Yang, Michael Ying Yang, Xiao Xiang Zhu, Liangpei Zhang, Deren Li (2021). On Creating Benchmark Dataset for Aerial Image Interpretation: Reviews, Guidances, and Million-AID. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
213. Yonghao Xu, Bo Du, Liangpei Zhang (2021). Self-Attention Context Network: Addressing the Threat of Adversarial Attacks for Hyperspectral Image Classification. IEEE Transactions on Image Processing.DOI
214. Hongyan Zhang, Hongyu Chen, Guangyi Yang, Liangpei Zhang (2021). LR-Net: Low-Rank Spatial-Spectral Network for Hyperspectral Image Denoising. IEEE Transactions on Image Processing.DOI
215. Meiqi Hu, Chen Wu, Liangpei Zhang, Bo Du (2021). Hyperspectral Anomaly Change Detection Based on Autoencoder. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
216. Jiajun Xiao, Jie Li, Qiangqiang Yuan, Menghui Jiang, Liangpei Zhang (2021). Physics-Based GAN With Iterative Refinement Unit for Hyperspectral and Multispectral Image Fusion. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
217. Haonan Guo, Xin Bing Su, Shengkun Tang, Bo Du, Liangpei Zhang (2021). Scale-Robust Deep-Supervision Network for Mapping Building Footprints From High-Resolution Remote Sensing Images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
218. Chen Wu, Sihan Zhu, Jiaqi Yang, Meiqi Hu, Bo Du, Liangpei Zhang, Lefei Zhang, Chengxi Han, Meng Lan (2021). Traffic Density Reduction Caused by City Lockdowns Across the World During the COVID-19 Epidemic: From the View of High-Resolution Remote Sensing Imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
219. Qianqian Yang, Bin Wang, Yuan Wang, Qiangqiang Yuan, Caiyi Jin, Jiwen Wang, Shuwen Li, Muyu Li, Tongwen Li, Song Liu, Huanfeng Shen, Liangpei Zhang (2021). Global air quality change during COVID-19: a synthetic analysis of satellite, reanalysis and ground station data. Environmental Research Letters.DOI
220. Da He, Qian Shi, Xiaoping Liu, Yanfei Zhong, Liangpei Zhang (2021). Generating 2m fine-scale urban tree cover product over 34 metropolises in China based on deep context-aware sub-pixel mapping network. International Journal of Applied Earth Observation and Geoinformation.DOI
221. Jialian Wu, Xin Bing Su, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang (2021). Multivehicle Object Tracking in Satellite Video Enhanced by Slow Features and Motion Features. IEEE Transactions on Geoscience and Remote Sensing.DOI
222. Mi Hye Song, Yanfei Zhong, Ailong Ma, Xiong Xu, Liangpei Zhang (2021). A Joint Spectral Unmixing and Subpixel Mapping Framework Based on Multiobjective Optimization. IEEE Transactions on Geoscience and Remote Sensing.DOI
223. Yedan Yu, Jie Li, Qiangqiang Yuan, Qian Shi, Huanfeng Shen, Liangpei Zhang (2021). Coupling Dual Graph Convolution Network and Residual Network for Local Climate Zone Mapping. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
224. Zhenqi Liu, Yanfei Zhong, Xinyu Wang, Meng Shu, Liangpei Zhang (2021). Unsupervised Deep Hyperspectral Video Target Tracking and High Spectral-Spatial-Temporal Resolution (H³) Benchmark Dataset. IEEE Transactions on Geoscience and Remote Sensing.DOI
225. Jiang He, Qiangqiang Yuan, Jie Li, Liangpei Zhang (2021). PoNet: A universal physical optimization-based spectral super-resolution network for arbitrary multispectral images. Information Fusion.DOI
226. Liangpei Zhang, Jocelyn Chanussot, Assefa Mekonnen Melesse, Xinghua Li (2021). Special Section Guest Editorial: Multitemporal Remote Sensing Data Processing and Applications. Journal of Applied Remote Sensing.DOI
227. Huanfeng Shen, Zhonghang Qiu, Linwei Yue, Liangpei Zhang (2021). Deep-Learning-Based Super-Resolution of Video Satellite Imagery by the Coupling of Multiframe and Single-Frame Models. IEEE Transactions on Geoscience and Remote Sensing.DOI
228. Qiqi Zhu, Yanan Zhang, Ziqi Li, Xiao-Rui Yan, Qingfeng Guan, Yanfei Zhong, Liangpei Zhang, Deren Li (2021). Oil Spill Contextual and Boundary-Supervised Detection Network Based on Marine SAR Images. IEEE Transactions on Geoscience and Remote Sensing.DOI
229. Jian Ding, Nan Xue, Gui-Song Xia, Xiang Bai, Wen Tao Yang, Micheal Ying Yang, Serge Belongie, Jiebo Luo, Mihai P. Datcu, Marcello Pelillo, Liangpei Zhang (2021). Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges. IEEE Transactions on Pattern Analysis and Machine Intelligence.DOI
230. Kunping Yang, Gui-Song Xia, Zicheng Liu, Bo Du, Wen Tao Yang, Marcello Pelillo, Liangpei Zhang (2021). Asymmetric Siamese Networks for Semantic Change Detection in Aerial Images. IEEE Transactions on Geoscience and Remote Sensing.DOI
231. Zhuo Zheng, Ailong Ma, Liangpei Zhang, Yanfei Zhong (2021). Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery. IEEE/CVF International Conference on Computer Vision (ICCV).DOI
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234. Yi Xiao, Xin Bing Su, Qiangqiang Yuan, Denghong Liu, Huanfeng Shen, Liangpei Zhang (2021). Satellite Video Super-Resolution via Multiscale Deformable Convolution Alignment and Temporal Grouping Projection. IEEE Transactions on Geoscience and Remote Sensing.DOI
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236. Tingting Liu, Miaojiang Wang, Zemin Wang, Ruyi Feng, Chunxia Zhou, Liangpei Zhang (2021). Joint Total Variation With Nonnegative Constrained Least Square for Sea Ice Concentration Estimation in Low Concentration Areas of Antarctica. IEEE Geoscience and Remote Sensing Letters.DOI
237. Shiqi Tian, Yanfei Zhong, Ailong Ma, Liangpei Zhang (2021). Three-Dimensional Change Detection in Urban Areas Based on Complementary Evidence Fusion. IEEE Transactions on Geoscience and Remote Sensing.DOI
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239. Chen Wu, Yinong Guo, Haonan Guo, Jingwen Yuan, Lixiang Ru, Hongruixuan Chen, Bo Du, Liangpei Zhang (2021). An investigation of traffic density changes inside Wuhan during the COVID-19 epidemic with GF-2 time-series images. International Journal of Applied Earth Observation and Geoinformation.DOI
240. Jiajun Xiao, Jie Li, Qiangqiang Yuan, Liangpei Zhang (2021). A Dual-UNet With Multistage Details Injection for Hyperspectral Image Fusion. IEEE Transactions on Geoscience and Remote Sensing.DOI
241. Ruyi Feng, Hao Li, Lizhe Wang, Yanfei Zhong, Liangpei Zhang, Tieyong Zeng (2021). Local Spatial Constraint and Total Variation for Hyperspectral Anomaly Detection. IEEE Transactions on Geoscience and Remote Sensing.DOI
242. Yuan Wang, Qiangqiang Yuan, Liye Zhu, Liangpei Zhang (2021). Spatiotemporal estimation of hourly 2-km ground-level ozone over China based on Himawari-8 using a self-adaptive geospatially local model. Geoscience Frontiers.DOI
243. Dong Chu, Huanfeng Shen, Xiaobin Guan, Jing M. Chen, Xinghua Li, Jie Li, Liangpei Zhang (2021). Long time-series NDVI reconstruction in cloud-prone regions via spatio-temporal tensor completion. Remote Sensing of Environment.DOI
244. Hongyan Zhang, Qi Huang, Han Zhai, Liangpei Zhang (2021). Multi-temporal cloud detection based on robust PCA for optical remote sensing imagery. Computers and Electronics in Agriculture.DOI
245. Haonan Guo, Qian Shi, Andrea Marinoni, Bo Du, Liangpei Zhang (2021). Deep building footprint update network: A semi-supervised method for updating existing building footprint from bi-temporal remote sensing images. Remote Sensing of Environment.DOI
246. Chen Wu, Hongruixuan Chen, Bo Du, Liangpei Zhang (2021). Unsupervised Change Detection in Multitemporal VHR Images Based on Deep Kernel PCA Convolutional Mapping Network. IEEE Transactions on Cybernetics.DOI
247. Hongyan Zhang, Manhui Lin, Guangyi Yang, Liangpei Zhang (2021). ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very-High-Resolution Remote Sensing Images. IEEE Transactions on Neural Networks and Learning Systems.DOI
248. Mengxi Liu, Qian Shi, Andrea Marinoni, Da He, Xiaoping Liu, Liangpei Zhang (2021). Super-Resolution-Based Change Detection Network With Stacked Attention Module for Images With Different Resolutions. IEEE Transactions on Geoscience and Remote Sensing.DOI
249. Qian Shi, Mengxi Liu, Shengchen Li, Xiaoping Liu, Fei Wang, Liangpei Zhang (2021). A Deeply Supervised Attention Metric-Based Network and an Open Aerial Image Dataset for Remote Sensing Change Detection. IEEE Transactions on Geoscience and Remote Sensing.DOI
250. Yuan Wang, Qiangqiang Yuan, Tongwen Li, Siyu Tan, Liangpei Zhang (2021). Full-coverage spatiotemporal mapping of ambient PM2.5 and PM10 over China from Sentinel-5P and assimilated datasets: Considering the precursors and chemical compositions. The Science of The Total Environment.DOI
251. Ziqiao Wang, Hongyan Zhang, Wei Ping He, Liangpei Zhang (2021). Phenology Alignment Network: A Novel Framework for Cross-Regional Time Series Crop Classification. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).DOI
252. Yanni Dong, Wenzhong Shi, Bo Du, Xiangyun Hu, Liangpei Zhang (2021). Asymmetric Weighted Logistic Metric Learning for Hyperspectral Target Detection. IEEE Transactions on Cybernetics.DOI
253. Qiqi Zhu, Weihuan Deng, Zhuo Zheng, Yanfei Zhong, Qingfeng Guan, Weihua Lin, Liangpei Zhang, Deren Li (2021). A Spectral-Spatial-Dependent Global Learning Framework for Insufficient and Imbalanced Hyperspectral Image Classification. IEEE Transactions on Cybernetics.DOI
254. Song Cui, Ailong Ma, Liangpei Zhang, Miaozhong Xu, Yanfei Zhong (2021). MAP-Net: SAR and Optical Image Matching via Image-Based Convolutional Network With Attention Mechanism and Spatial Pyramid Aggregated Pooling. IEEE Transactions on Geoscience and Remote Sensing.DOI
255. Tongwen Li, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang (2021). A Locally Weighted Neural Network Constrained by Global Training for Remote Sensing Estimation of PM₂.₅. IEEE Transactions on Geoscience and Remote Sensing.DOI
256. Yuting Wan, Ailong Ma, Liangpei Zhang, Yanfei Zhong (2021). Multiobjective Sine Cosine Algorithm for Remote Sensing Image Spatial-Spectral Clustering. IEEE Transactions on Cybernetics.DOI
257. Xinyu Wang, Zhaozhi Luo, Wenqing Li, Xin Yu Hu, Liangpei Zhang, Yanfei Zhong (2021). A Self-Supervised Denoising Network for Satellite-Airborne-Ground Hyperspectral Imagery. IEEE Transactions on Geoscience and Remote Sensing.DOI
258. Shaoyu Wang, Xinyu Wang, Liangpei Zhang, Yanfei Zhong (2021). Auto-AD: Autonomous Hyperspectral Anomaly Detection Network Based on Fully Convolutional Autoencoder. IEEE Transactions on Geoscience and Remote Sensing.DOI
259. Xin Yu Hu, Yanfei Zhong, Xinyu Wang, Chang Luo, Ji Jun Zhao, Lei Lei, Liangpei Zhang (2021). SPNet: Spectral Patching End-to-End Classification Network for UAV-Borne Hyperspectral Imagery With High Spatial and Spectral Resolutions. IEEE Transactions on Geoscience and Remote Sensing.DOI
260. Sihan Zhu, Bo Du, Liangpei Zhang, Xue Li (2021). Attention-Based Multiscale Residual Adaptation Network for Cross-Scene Classification. IEEE Transactions on Geoscience and Remote Sensing.DOI
261. Hongyan Zhang, Jingyi Cai, Wei Ping He, Huanfeng Shen, Liangpei Zhang (2021). Double Low-Rank Matrix Decomposition for Hyperspectral Image Denoising and Destriping. IEEE Transactions on Geoscience and Remote Sensing.DOI
262. Han Zhai, Hongyan Zhang, Pingxiang Li, Liangpei Zhang (2021). Hyperspectral Image Clustering: Current achievements and future lines. IEEE Geoscience and Remote Sensing Magazine.DOI
263. Jiang He, Jie Li, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang (2021). Spectral Response Function-Guided Deep Optimization-Driven Network for Spectral Super-Resolution. IEEE Transactions on Neural Networks and Learning Systems.DOI
264. Hongyan Zhang, Hongyu Du, Chengkang Zhang, Liangpei Zhang (2021). An automated early-season method to map winter wheat using time-series Sentinel-2 data: A case study of Shandong, China. Computers and Electronics in Agriculture.DOI
265. Shuheng Zhao, Qiangqiang Yuan, Jie Li, Yunze Hu, Xinxin Liu, Liangpei Zhang (2021). A Fast and Effective Irregular Stripe Removal Method for Moon Mineralogy Mapper (M 3 ). IEEE Transactions on Geoscience and Remote Sensing.DOI
266. Di Wang, Bo Du, Liangpei Zhang (2021). Fully Contextual Network for Hyperspectral Scene Parsing. IEEE Transactions on Geoscience and Remote Sensing.DOI
267. Chengkang Zhang, Hongyan Zhang, Liangpei Zhang (2021). Spatial domain bridge transfer : An automated paddy rice mapping method with no training data required and decreased image inputs for the large cloudy area. Computers and Electronics in Agriculture.DOI
268. Jiaqi Yang, Chen Wu, Bo Du, Liangpei Zhang (2021). Enhanced Multiscale Feature Fusion Network for HSI Classification. IEEE Transactions on Geoscience and Remote Sensing.DOI
269. Qiqi Zhu, Xi Guo, Weihuan Deng, Sunan Shi, Qingfeng Guan, Yanfei Zhong, Liangpei Zhang, Deren Li (2021). Land-Use/Land-Cover change detection based on a Siamese global learning framework for high spatial resolution remote sensing imagery. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
270. Hongyan Zhang, Wenbin Liu, Liangpei Zhang (2021). Seamless and automated rapeseed mapping for large cloudy regions using time-series optical satellite imagery. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
271. Haonan Guo, Bo Du, Liangpei Zhang, Xin Bing Su (2021). A coarse-to-fine boundary refinement network for building footprint extraction from remote sensing imagery. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
272. Zhuo Zheng, Yanfei Zhong, Shiqi Tian, Ailong Ma, Liangpei Zhang (2021). ChangeMask: Deep multi-task encoder-transformer-decoder architecture for semantic change detection. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
273. Xin Yu Hu, Xinyu Wang, Yanfei Zhong, Liangpei Zhang (2021). S3ANet: Spectral-spatial-scale attention network for end-to-end precise crop classification based on UAV-borne H2 imagery. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
274. Ailong Ma, Dingyuan Chen, Yanfei Zhong, Zhuo Zheng, Liangpei Zhang (2021). National-scale greenhouse mapping for high spatial resolution remote sensing imagery using a dense object dual-task deep learning framework: A case study of China. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
275. Zhuohong Li, Fangxiao Lu, Hongyan Zhang, Guangyi Yang, Liangpei Zhang (2021). Change Cross-Detection Based on Label Improvements and Multi-Model Fusion for Multi-Temporal Remote Sensing Images. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
276. Jiaqi Yang, Bo Du, Chen Wu, Liangpei Zhang (2021). Automatically Adjustable Multi-Scale Feature Extraction Framework for Hyperspectral Image Classification. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
277. Dehui Zhu, Bo Du, Liangpei Zhang (2021). EDLAD: An Encoder-Decoder Long Short-Term Memory Network-Based Anomaly Detector for Hyperspectral Images. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
278. Qiang Zhang, Fujun Sun, Qiangqiang Yuan, Liangpei Zhang (2021). Thick Cloud Removal for Sentinel-2 Time-Series Images via Combining Deep Prior and Low-Rank Tensor Completion. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
279. Sihan Zhu, Fulin Luo, Bo Du, Liangpei Zhang (2021). Adversarial Fine-Grained Adaptation Network for Cross-Scene Classification. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
280. Yang Long, Gui-Song Xia, Wen Tao Yang, Liangpei Zhang, Deren Li (2021). Toward Dataset Construction for Remote Sensing Image Interpretation. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
281. Jiayu Bai, Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang (2021). Weakly Supervised Convolutional Neural Networks for Hyperspectral Unmixing. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
282. Dehui Zhu, Bo Du, Liangpei Zhang (2021). How to Construct a Deep Network-Based Hyperspectral Target Detector? ‐‐‐‐‐ A LSTM Inspired Method. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
283. Hao Li, Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang, Lifei Wei (2021). Low-Rank Representation Incorporating Local Spatial Constraint for Hyperspectral Anomaly Detection. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
284. Guoying Yin, Hongyan Zhang, Liangpei Zhang (2021). A New Comprehensive Drought Index Based on Response Adjustment for Vegetation Types. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
285. Qiang Zhang, Qiangqiang Yuan, Zhiwei Li, Fujun Sun, Liangpei Zhang (2021). Combined deep prior with low-rank tensor SVD for thick cloud removal in multitemporal images. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
286. Qiqi Zhu, Yanan Zhang, Lizeng Wang, Yanfei Zhong, Qingfeng Guan, Xiaoyan Lu, Liangpei Zhang, Deren Li (2021). A Global Context-aware and Batch-independent Network for road extraction from VHR satellite imagery. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
287. Xiaoyan Lu, Yanfei Zhong, Zhuo Zheng, Liangpei Zhang (2021). GAMSNet: Globally aware road detection network with multi-scale residual learning. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
288. Yuan Wang, Qiangqiang Yuan, Tongwen Li, Liye Zhu, Liangpei Zhang (2021). Estimating daily full-coverage near surface O3, CO, and NO2 concentrations at a high spatial resolution over China based on S5P-TROPOMI and GEOS-FP. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
289. Zhuo Zheng, Ailong Ma, Liangpei Zhang, Yanfei Zhong (2021). Deep multisensor learning for missing-modality all-weather mapping. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
290. Ailong Ma, Yuting Wan, Yanfei Zhong, Junjue Wang, Liangpei Zhang (2021). SceneNet: Remote sensing scene classification deep learning network using multi-objective neural evolution architecture search. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
291. 袁静文，武辰，杜博，张良培，王树根（2020）. 高分五号高光谱遥感影像的城市土地利用景观格局分析. 《遥感学报》.
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294. Yao Shen, Huanfeng Shen, Qing Cheng, Liangpei Zhang (2020). Generating Comparable and Fine-Scale Time Series of Summer Land Surface Temperature for Thermal Environment Monitoring. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
295. Hongyan Zhang, Yue Liao, Honghai Yang, Guangyi Yang, Liangpei Zhang (2020). A Local–Global Dual-Stream Network for Building Extraction From Very-High-Resolution Remote Sensing Images. IEEE Transactions on Neural Networks and Learning Systems.DOI
296. Bin Wang, Qiangqiang Yuan, Qianqian Yang, Liye Zhu, Tongwen Li, Liangpei Zhang (2020). Estimate hourly PM2.5 concentrations from Himawari-8 TOA reflectance directly using geo-intelligent long short-term memory network. Environmental Pollution.DOI
297. Xuechen Zhang, Huanfeng Shen, Tongwen Li, Liangpei Zhang (2020). The Effects of Fireworks Discharge on Atmospheric PM2.5 Concentration in the Chinese Lunar New Year. International Journal of Environmental Research and Public Health.DOI
298. Huilin Xu, Hongyan Zhang, Liangpei Zhang (2020). A Superpixel Guided Sample Selection Neural Network for Handling Noisy Labels in Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing.DOI
299. Sunan Shi, Yanfei Zhong, Ji Jun Zhao, Pengyuan Lv, Yinhe Liu, Liangpei Zhang (2020). Land-Use/Land-Cover Change Detection Based on Class-Prior Object-Oriented Conditional Random Field Framework for High Spatial Resolution Remote Sensing Imagery. IEEE Transactions on Geoscience and Remote Sensing.DOI
300. Da He, Yanfei Zhong, Xinyu Wang, Liangpei Zhang (2020). Deep Convolutional Neural Network Framework for Subpixel Mapping. IEEE Transactions on Geoscience and Remote Sensing.DOI
301. Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li (2020). Sparsity-Based Clustering for Large Hyperspectral Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing.DOI
302. Lei Shi, Le Yang, Lingli Zhao, Pingxiang Li, Jie Yang, Liangpei Zhang (2020). NESZ Estimation and Calibration for Gaofen-3 Polarimetric Products by the Minimum Noise Envelope Estimator. IEEE Transactions on Geoscience and Remote Sensing.DOI
303. Dehui Zhu, Bo Du, Liangpei Zhang (2020). Two-Stream Convolutional Networks for Hyperspectral Target Detection. IEEE Transactions on Geoscience and Remote Sensing.DOI
304. Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li (2020). Nonlocal Means Regularized Sketched Reweighted Sparse and Low-Rank Subspace Clustering for Large Hyperspectral Images. IEEE Transactions on Geoscience and Remote Sensing.DOI
305. Haonan Guo, Qian Shi, Bo Du, Liangpei Zhang, Dongzhi Wang, Huaxiang Ding (2020). Scene-Driven Multitask Parallel Attention Network for Building Extraction in High-Resolution Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing.DOI
306. Yanfei Zhong, Xin Yu Hu, Chang Luo, Xinyu Wang, Ji Jun Zhao, Liangpei Zhang (2020). WHU-Hi: UAV-borne hyperspectral with high spatial resolution (H2) benchmark datasets and classifier for precise crop identification based on deep convolutional neural network with CRF. Remote Sensing of Environment.DOI
307. Hongyan Zhang, Yiyao Song, Chang Han, Liangpei Zhang (2020). Remote Sensing Image Spatiotemporal Fusion Using a Generative Adversarial Network. IEEE Transactions on Geoscience and Remote Sensing.DOI
308. Hongyan Zhang, Jinzhong Kang, Xiong Xu, Liangpei Zhang (2020). Accessing the temporal and spectral features in crop type mapping using multi-temporal Sentinel-2 imagery: A case study of Yi’an County, Heilongjiang province, China. Computers and Electronics in Agriculture.DOI
309. Yanfei Zhong, Richen Ye, Tingting Liu, Zejun Hu, Liangpei Zhang (2020). Automatic Aurora Image Classification Framework Based on Deep Learning for Occurrence Distribution Analysis: A Case Study of All‐Sky Image Data Sets From the Yellow River Station. Journal of Geophysical Research Space Physics.DOI
310. Shizhen Chang, Bo Du, Liangpei Zhang (2020). Positive Unlabeled Learning with Class-prior Approximation. International Joint Conference on Artificial Intelligence.DOI
311. Lyuyang Tong, Bo Du, Rong Liu, Liangpei Zhang, Kay Chen Tan (2020). Hyperspectral Endmember Extraction by (μ + λ) Multiobjective Differential Evolution Algorithm Based on Ranking Multiple Mutations. IEEE Transactions on Geoscience and Remote Sensing.DOI
312. Xinyu Wang, Yanfei Zhong, Chunyang Cui, Liangpei Zhang, Yanyan Xu (2020). Autonomous Endmember Detection via an Abundance Anomaly Guided Saliency Prior for Hyperspectral Imagery. IEEE Transactions on Geoscience and Remote Sensing.DOI
313. Di Wang, Bo Du, Liangpei Zhang, Yonghao Xu (2020). Adaptive Spectral–Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing.DOI
314. Yonghao Xu, Bo Du, Liangpei Zhang (2020). Assessing the Threat of Adversarial Examples on Deep Neural Networks for Remote Sensing Scene Classification: Attacks and Defenses. IEEE Transactions on Geoscience and Remote Sensing.DOI
315. Dehui Zhu, Bo Du, Liangpei Zhang (2020). Single-Spectrum-Driven Binary-Class Sparse Representation Target Detector for Hyperspectral Imagery. IEEE Transactions on Geoscience and Remote Sensing.DOI
316. Nan Xue, Tianfu Wu, Song Bai, Fudong Wang, Gui-Song Xia, Liangpei Zhang, Philip H. S. Torr (2020). Holistically-Attracted Wireframe Parsing. IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings.DOI
317. Yanfei Zhong, Yu Su, Siqi Wu, Zhendong Zheng, Ji Jun Zhao, Ailong Ma, Qiqi Zhu, Richen Ye, Xiaoman Li, Petri Pellikka, Liangpei Zhang (2020). Open-source data-driven urban land-use mapping integrating point-line-polygon semantic objects: A case study of Chinese cities. Remote Sensing of Environment.DOI
318. Hao Li, Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang (2020). Superpixel-Based Reweighted Low-Rank and Total Variation Sparse Unmixing for Hyperspectral Remote Sensing Imagery. IEEE Transactions on Geoscience and Remote Sensing.DOI
319. Yanfei Zhong, Zhuo Zheng, Ailong Ma, Xiaoyan Lu, Liangpei Zhang (2020). COLOR: Cycling, Offline Learning, and Online Representation Framework for Airport and Airplane Detection Using GF-2 Satellite Images. IEEE Transactions on Geoscience and Remote Sensing.DOI
320. Mi Hye Song, Yanfei Zhong, Ailong Ma, Xiong Xu, Liangpei Zhang (2020). Multiobjective Subpixel Mapping With Multiple Shifted Hyperspectral Images. IEEE Transactions on Geoscience and Remote Sensing.DOI
321. Shaoyu Wang, Xinyu Wang, Yanfei Zhong, Liangpei Zhang (2020). Hyperspectral Anomaly Detection via Locally Enhanced Low-Rank Prior. IEEE Transactions on Geoscience and Remote Sensing.DOI
322. Jiwen Wang, Qiangqiang Yuan, Huanfeng Shen, Tingting Liu, Tongwen Li, Linwei Yue, Xiaogang Shi, Liangpei Zhang (2020). Estimating snow depth by combining satellite data and ground-based observations over Alaska: A deep learning approach. Journal of Hydrology.DOI
323. Huanfeng Shen, Chi Zhang, Huifang Li, Quan Yuan, Liangpei Zhang (2020). A Spatial–Spectral Adaptive Haze Removal Method for Visible Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing.DOI
324. Qiangqiang Yuan, Huanfeng Shen, Tongwen Li, Zhiwei Li, Shuwen Li, Yun Jiang, Hongzhang Xu, Weiwei Tan, Qianqian Yang, Jiwen Wang, Jianhao Gao, Liangpei Zhang (2020). Deep learning in environmental remote sensing: Achievements and challenges. Remote Sensing of Environment.DOI
325. Xinjian Huang, Bo Du, Dapeng Tao, Liangpei Zhang (2020). Spatial-spectral weighted nuclear norm minimization for hyperspectral image denoising. Neurocomputing.DOI
326. Huanfeng Shen, Yun Jiang, Tongwen Li, Qing Cheng, Chao Zeng, Liangpei Zhang (2020). Deep learning-based air temperature mapping by fusing remote sensing, station, simulation and socioeconomic data. Remote Sensing of Environment.DOI
327. Yao Shen, Huanfeng Shen, Qing Cheng, Liwen Huang, Liangpei Zhang (2020). Monitoring Three-Decade Expansion of China’s Major Cities Based on Satellite Remote Sensing Images. Remote Sensing.DOI
328. Fulin Luo, Liangpei Zhang, Bo Du, Lefei Zhang (2020). Dimensionality Reduction With Enhanced Hybrid-Graph Discriminant Learning for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing.DOI
329. Lei Shi, Pingxiang Li, Jie Yang, Liangpei Zhang, Xiaoli Ding, Lingli Zhao (2020). Polarimetric SAR Calibration and Residual Error Estimation When Corner Reflectors Are Unavailable. IEEE Transactions on Geoscience and Remote Sensing.DOI
330. Shizhen Chang, Bo Du, Liangpei Zhang (2020). A Subspace Selection-Based Discriminative Forest Method for Hyperspectral Anomaly Detection. IEEE Transactions on Geoscience and Remote Sensing.DOI
331. Di Wang, Bo Du, Liangpei Zhang, Sheng Chu (2020). Hyperspectral image classification based on multi-scale information compensation. Remote Sensing Letters.DOI
332. Ji Jun Zhao, Yanfei Zhong, Xin Yu Hu, Lifei Wei, Liangpei Zhang (2020). A robust spectral-spatial approach to identifying heterogeneous crops using remote sensing imagery with high spectral and spatial resolutions. Remote Sensing of Environment.DOI
333. Yuting Wan, Ailong Ma, Yanfei Zhong, Xin Yu Hu, Liangpei Zhang (2020). Multiobjective Hyperspectral Feature Selection Based on Discrete Sine Cosine Algorithm. IEEE Transactions on Geoscience and Remote Sensing.DOI
334. Liangpei Zhang, Fulin Luo (2020). Review on graph learning for dimensionality reduction of hyperspectral image. Geo-spatial Information Science.DOI
335. Wei Ping He, Quanming Yao, Chao Li, Naoto Yokoya, Qibin Zhao, Hongyan Zhang, Liangpei Zhang (2020). Non-local Meets Global: An Integrated Paradigm for Hyperspectral Image Restoration. IEEE Transactions on Pattern Analysis and Machine Intelligence.DOI
336. Shuheng Zhao, Jie Li, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang (2020). Can Terrestrial Restoration Methodologies be Transferred to Planetary Hyperspectral Imagery? A Quantitative Intercomparison and Discussion. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
337. Yiyao Song, Hongyan Zhang, Liangpei Zhang (2020). Remote Sensing Image Spatio-Temporal Fusion via a Generative Adversarial Network Through One Prior Image Pair. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
338. Yuan Wang, Qiangqiang Yuan, Ruixue Xiao, Tongwen Li, Liangpei Zhang (2020). Recovery of the Carbon Monoxide Product from S5P-TROPOMI by Fusing Multiple Datasets: A Case Study in Hubei Province, China. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
339. Shuheng Zhao, Qiangqiang Yuan, Jie Li, Huanfeng Shen, Liangpei Zhang (2020). Lunar Hyperspectral Image Destriping Method Using Low-Rank Matrix Recovery and Guided Profile. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
340. Jiayu Bai, Ruyi Feng, Lizhe Wang, Hao Li, Fengpeng Li, Yanfei Zhong, Liangpei Zhang (2020). Semi-Supervised Hyperspectral Unmixing with Very Deep Convolutional Neural Networks. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
341. Yue Liao, Hongyan Zhang, Guangyi Yang, Liangpei Zhang (2020). Learning Discriminative Global and Local Features for Building Extraction from Aerial Images. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
342. Qiang Zhang, Fujun Sun, Qiangqiang Yuan, Jie Li, Huanfeng Shen, Liangpei Zhang (2020). Combined the Data-Driven with Model-Driven Stragegy: A Novel Framework for Mixed Noise Removal in Hyperspectral Image. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
343. Haonan Guo, Qian Shi, Bo Du, Liangpei Zhang, Dongzhi Wang, Huaxiang Ding (2020). Correction to “Scene-Driven Multitask Parallel Attention Network for Building Extraction in High-Resolution Remote Sensing Images” [May 21 doi: 10.1109/ TGRS.2020.3014312]. IEEE Transactions on Geoscience and Remote Sensing.DOI
344. Tongwen Li, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang (2020). Geographically and temporally weighted neural networks for satellite-based mapping of ground-level PM2.5. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
345. Junjue Wang, Yanfei Zhong, Zhuo Zheng, Ailong Ma, Liangpei Zhang (2020). RSNet: The Search for Remote Sensing Deep Neural Networks in Recognition Tasks. IEEE Transactions on Geoscience and Remote Sensing.DOI
346. Zhuo Zheng, Yanfei Zhong, Ailong Ma, Xiaobing Han, Ji Jun Zhao, Yanfei Liu, Liangpei Zhang (2020). HyNet: Hyper-scale object detection network framework for multiple spatial resolution remote sensing imagery. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
347. Qianqian Yang, Qiangqiang Yuan, Linwei Yue, Tongwen Li, Huanfeng Shen, Liangpei Zhang (2020). Mapping PM2.5 concentration at a sub-km level resolution: A dual-scale retrieval approach. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
348. Qiang Zhang, Qiangqiang Yuan, Jie Li, Fujun Sun, Liangpei Zhang (2020). Deep spatio-spectral Bayesian posterior for hyperspectral image non-i.i.d. noise removal. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
349. Yuan Wang, Qiangqiang Yuan, Huanfeng Shen, Li Zheng, Liangpei Zhang (2020). Investigating multiple aerosol optical depth products from MODIS and VIIRS over Asia: Evaluation, comparison, and merging. Atmospheric Environment.DOI
350. Menghui Jiang, Huanfeng Shen, Jie Li, Qiangqiang Yuan, Liangpei Zhang (2020). A differential information residual convolutional neural network for pansharpening. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
351. Qiang Zhang, Qiangqiang Yuan, Jie Li, Zhiwei Li, Huanfeng Shen, Liangpei Zhang (2020). Thick cloud and cloud shadow removal in multitemporal imagery using progressively spatio-temporal patch group deep learning. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
352. 曹琼，马爱龙，钟燕飞，赵济，赵贝，张良培（2019）. 高光谱-LiDAR多级融合城区地表覆盖分类. 《遥感学报》.
353. Hongruixuan Chen, Chen Wu, Bo Du, Liangpei Zhang, Le Wang (2019). Change Detection in Multisource VHR Images via Deep Siamese Convolutional Multiple-Layers Recurrent Neural Network. IEEE Transactions on Geoscience and Remote Sensing.DOI
354. Da He, Yanfei Zhong, Liangpei Zhang (2019). Spectral–Spatial–Temporal MAP-Based Sub-Pixel Mapping for Land-Cover Change Detection. IEEE Transactions on Geoscience and Remote Sensing.DOI
355. Yanfei Zhong, Wenqing Li, Xinyu Wang, Shuying Jin, Liangpei Zhang (2019). Satellite-ground integrated destriping network: A new perspective for EO-1 Hyperion and Chinese hyperspectral satellite datasets. Remote Sensing of Environment.DOI
356. Nan Xue, Song Bai, Fudong Wang, Gui-Song Xia, Tianfu Wu, Liangpei Zhang, Philip H. S. Torr (2019). Learning Regional Attraction for Line Segment Detection. IEEE Transactions on Pattern Analysis and Machine Intelligence.DOI
357. Xinghua Li, Ruitao Feng, Xiaobin Guan, Huanfeng Shen, Liangpei Zhang (2019). Remote Sensing Image Mosaicking: Achievements and Challenges. IEEE Geoscience and Remote Sensing Magazine.DOI
358. Xinyi Tong, Gui-Song Xia, Qikai Lu, Huanfeng Shen, Shengyang Li, Shucheng You, Liangpei Zhang (2019). Land-cover classification with high-resolution remote sensing images using transferable deep models. Remote Sensing of Environment.DOI
359. Qiangqiang Yuan, Hongzhang Xu, Tongwen Li, Huanfeng Shen, Liangpei Zhang (2019). Estimating surface soil moisture from satellite observations using a generalized regression neural network trained on sparse ground-based measurements in the continental U.S. Journal of Hydrology.DOI
360. Hongyan Zhang, Lu Liu, Wei Ping He, Liangpei Zhang (2019). Hyperspectral Image Denoising With Total Variation Regularization and Nonlocal Low-Rank Tensor Decomposition. IEEE Transactions on Geoscience and Remote Sensing.DOI
361. Yuting Wan, Yanfei Zhong, Ailong Ma, Liangpei Zhang (2019). Multi-Objective Sparse Subspace Clustering for Hyperspectral Imagery. IEEE Transactions on Geoscience and Remote Sensing.DOI
362. Xinyi Tong, Gui-Song Xia, Fan Hu, Yanfei Zhong, Mihai P. Datcu, Liangpei Zhang (2019). Exploiting Deep Features for Remote Sensing Image Retrieval: A Systematic Investigation. IEEE Transactions on Big Data.DOI
363. Yichu Xu, Bo Du, Liangpei Zhang, Shizhen Chang (2019). A Low-Rank and Sparse Matrix Decomposition- Based Dictionary Reconstruction and Anomaly Extraction Framework for Hyperspectral Anomaly Detection. IEEE Geoscience and Remote Sensing Letters.DOI
364. Fulin Luo, Liangpei Zhang, Xiaocheng Zhou, Tan Guo, Yanxiang Cheng, Tailang Yin (2019). Sparse-Adaptive Hypergraph Discriminant Analysis for Hyperspectral Image Classification. IEEE Geoscience and Remote Sensing Letters.DOI
365. Zhiwei Li, Huanfeng Shen, Qing Cheng, Wei Li, Liangpei Zhang (2019). Thick Cloud Removal in High-Resolution Satellite Images Using Stepwise Radiometric Adjustment and Residual Correction. Remote Sensing.DOI
366. Hongruixuan Chen, Chen Wu, Bo Du, Liangpei Zhang (2019). Deep Siamese Multi-scale Convolutional Network for Change Detection in Multi-temporal VHR Images. International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp).DOI
367. Lixiang Ru, Chen Wu, Bo Du, Liangpei Zhang (2019). Deep Canonical Correlation Analysis Network for Scene Change Detection of Multi-Temporal VHR Imagery. International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp).DOI
368. Chen Wu, Yukun Lin, Bo Du, Liangpei Zhang (2019). A Study for Hyperspectral Anomaly Change Detection on “Viareggio 2013 Trial” Dataset. International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp).DOI
369. Huanfeng Shen, Menghui Jiang, Jie Li, Qiangqiang Yuan, Yanchong Wei, Liangpei Zhang (2019). Spatial–Spectral Fusion by Combining Deep Learning and Variational Model. IEEE Transactions on Geoscience and Remote Sensing.DOI
370. Yonghao Xu, Bo Du, Lefei Zhang, Qian Zhang, Guoli Wang, Liangpei Zhang (2019). Self-Ensembling Attention Networks: Addressing Domain Shift for Semantic Segmentation. Proceedings of the AAAI Conference on Artificial Intelligence.DOI
371. Yachao Li, Tingting Liu, Mohammed Shokr, Zemin Wang, Liangpei Zhang (2019). An Improved Single-Channel Polar Region Ice Surface Temperature Retrieval Algorithm Using Landsat-8 Data. IEEE Transactions on Geoscience and Remote Sensing.DOI
372. Yonghao Xu, Bo Du, Liangpei Zhang (2019). Beyond the Patchwise Classification: Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification. IEEE Transactions on Big Data.DOI
373. Huilin Xu, Hongyan Zhang, Wei Ping He, Liangpei Zhang (2019). Superpixel-based spatial-spectral dimension reduction for hyperspectral imagery classification. Neurocomputing.DOI
374. Lyuyang Tong, Bo Du, Rong Liu, Liangpei Zhang (2019). An Improved Multiobjective Discrete Particle Swarm Optimization for Hyperspectral Endmember Extraction. IEEE Transactions on Geoscience and Remote Sensing.DOI
375. Jie Li, Xinxin Liu, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang (2019). Antinoise Hyperspectral Image Fusion by Mining Tensor Low-Multilinear-Rank and Variational Properties. IEEE Transactions on Geoscience and Remote Sensing.DOI
376. Nan Xue, Song Bai, Fudong Wang, Gui-Song Xia, Tianfu Wu, Liangpei Zhang (2019). Learning Attraction Field Representation for Robust Line Segment Detection. IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings.DOI
377. Xinghua Li, Yinghong Jing, Huanfeng Shen, Liangpei Zhang (2019). The recent developments in cloud removal approaches of MODIS snow cover product. Hydrology and earth system sciences.DOI
378. Fan Hu, Gui-Song Xia, Wen Tao Yang, Liangpei Zhang (2019). Mining Deep Semantic Representations for Scene Classification of High-Resolution Remote Sensing Imagery. IEEE Transactions on Big Data.DOI
379. Xinyu Wang, Yanfei Zhong, Liangpei Zhang, Yanyan Xu (2019). Blind Hyperspectral Unmixing Considering the Adjacency Effect. IEEE Transactions on Geoscience and Remote Sensing.DOI
380. Dehui Zhu, Bo Du, Liangpei Zhang (2019). Target Dictionary Construction-Based Sparse Representation Hyperspectral Target Detection Methods. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
381. Xiaobin Guan, Huanfeng Shen, Xinghua Li, Wenxia Gan, Liangpei Zhang (2019). A long-term and comprehensive assessment of the urbanization-induced impacts on vegetation net primary productivity. The Science of The Total Environment.DOI
382. Qianqian Yang, Qiangqiang Yuan, Linwei Yue, Tongwen Li, Huanfeng Shen, Liangpei Zhang (2019). The relationships between PM2.5 and aerosol optical depth (AOD) in mainland China: About and behind the spatio-temporal variations. Environmental Pollution.DOI
383. Yanfei Zhong, Da He, Bin Luo, Liangpei Zhang (2019). Contemporary Liquid Brine Exploration on Mars: From Spectral Unmixing to Subpixel Mapping. Earth and Space Science.DOI
384. Lefei Zhang, Liangpei Zhang, Bo Du, Jane You, Dacheng Tao (2019). Hyperspectral image unsupervised classification by robust manifold matrix factorization. Information Sciences.DOI
385. Qian Cheng, Bo Du, Liangpei Zhang, Rong Liu (2019). ANSGA-III: A Multiobjective Endmember Extraction Algorithm for Hyperspectral Images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
386. Dehui Zhu, Bo Du, Liangpei Zhang (2019). Binary-Class Collaborative Representation for Target Detection in Hyperspectral Images. IEEE Geoscience and Remote Sensing Letters.DOI
387. Meiling Gao, Fei Chen, Huanfeng Shen, Michael J. Barlage, Huifang Li, Zhenyu Tan, Liangpei Zhang (2019). Efficacy of Possible Strategies to Mitigate the Urban Heat Island Based on Urbanized High-Resolution Land Data Assimilation System (u-HRLDAS). Journal of the Meteorological Society of Japan Ser II.DOI
388. Qing Cheng, Qiangqiang Yuan, Michael K. Ng, Huanfeng Shen, Liangpei Zhang (2019). Missing Data Reconstruction for Remote Sensing Images With Weighted Low-Rank Tensor Model. IEEE Access.DOI
389. Lei Shi, Pingxiang Li, Jie Yang, Hanwei Sun, Lingli Zhao, Liangpei Zhang (2019). Polarimetric calibration for the distributed Gaofen-3 product by an improved unitary zero helix framework. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
390. Yuan Wang, Qiangqiang Yuan, Tongwen Li, Huanfeng Shen, Li Zheng, Liangpei Zhang (2019). Large-scale MODIS AOD products recovery: Spatial-temporal hybrid fusion considering aerosol variation mitigation. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
391. Shizhen Chang, Bo Du, Liangpei Zhang (2019). A Sparse Autoencoder Based Hyperspectral Anomaly Detection Algorihtm Using Residual of Reconstruction Error. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
392. Yuting Wan, Xin Yu Hu, Yanfei Zhong, Ailong Ma, Lifei Wei, Liangpei Zhang (2019). Tailings Reservoir Disaster and Environmental Monitoring Using the UAV-ground Hyperspectral Joint Observation and Processing: A Case of Study in Xinjiang, the Belt and Road. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
393. Qiqi Zhu, Xiongli Sun, Yanfei Zhong, Liangpei Zhang (2019). High-Resolution Remote Sensing Image Scene Understanding: A Review. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
394. Yu Xia, Hongyan Zhang, Liangpei Zhang, Zhiyu Fan (2019). Cloud Removal of Optical Remote Sensing Imagery with Multitemporal Sar-Optical Data Using X-Mtgan. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
395. Hongyu Chen, Manhui Lin, Hongyan Zhang, Guangyi Yang, Gui-Song Xia, Xianwei Zheng, Liangpei Zhang (2019). Multi-Level Fusion of the Multi-Receptive Fields Contextual Networks and Disparity Network for Pairwise Semantic Stereo. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
396. Yuting Wan, Yanfei Zhong, Ailong Ma, Liangpei Zhang (2019). Hyperspectral Remote Sensing Image Band Selection Via Multi-Objective Sine Cosine Algorithm. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
397. Song Cui, Yanfei Zhong, Ailong Ma, Liangpei Zhang (2019). A Novel Robust Feature Descriptor for Multi-Source Remote Sensing Image Registration. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
398. Zhaoyang Chai, Hongyan Zhang, Xiong Xu, Liangpei Zhang (2019). Garlic Mapping for Sentinel-2 Time-Series Data Using a Random Forest Classifier. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
399. Yonghao Xu, Bo Du, Liangpei Zhang (2019). Simultaneous Segmentation and Edge Detection for Hyperspectral Image Via a Deep Supervised and boundary-constrained Network. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
400. Shuwen Li, Qiangqiang Yuan, Linwei Yue, Tongwen Li, Huanfeng Shen, Liangpei Zhang (2019). Downscaling GNSS-R Based Vegetation Water Content Product Using Random Forest Model. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
401. Hongzhang Xu, Qiangqiang Yuan, Tongwen Li, Huanfeng Shen, Liangpei Zhang (2019). Estimating Surface Soil Moisture from Satellite Observations Using Machine Learning Trained on In Situ Measurements in the Continental U.S. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
402. Qiang Zhang, Qiangqiang Yuan, Jie Li, Huanfeng Shen, Liangpei Zhang (2019). Cloud and Shadow Removal for Sentinel-2 by Progressively Spatiotemporal Patch Group Learning. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
403. Jiwen Wang, Qiangqiang Yuan, Tongwen Li, Huanfeng Shen, Liangpei Zhang (2019). Estimating Snow-Depth by Fusing Satellite and Station Observations: A Deep Learning Approach. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
404. Yuan Wang, Qiangqiang Yuan, Haotian Wang, Tongwen Li, Huanfeng Shen, Liangpei Zhang (2019). Validation of MODIS 1-Km MAIAC Aerosol Products with AERONET in China During 2008-2016. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
405. Mi Hye Song, Yanfei Zhong, Ailong Ma, Qiqi Zhu, Liqin Cao, Liangpei Zhang (2019). Sub-Pixel Mapping with Multiple Shifted Hyperspectral Images Based on Multiobjective Evolutionary Algorithm. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
406. Xue Li, Bo Du, Liangpei Zhang (2019). Building Extraction From Remote Sensing Image With Privileged Information. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
407. Qiangqiang Yuan, Shuwen Li, Linwei Yue, Tongwen Li, Huanfeng Shen, Liangpei Zhang (2019). Monitoring the Variation of Vegetation Water Content with Machine Learning Methods: Point–Surface Fusion of MODIS Products and GNSS-IR Observations. Remote Sensing.DOI
408. Yonghao Xu, Bo Du, Liangpei Zhang, Daniele Cerra, Miguel Pato, E. Carmona, Saurabh Prasad, Naoto Yokoya, Ronny Hänsch, Bertrand Le Saux (2019). Advanced Multi-Sensor Optical Remote Sensing for Urban Land Use and Land Cover Classification: Outcome of the 2018 IEEE GRSS Data Fusion Contest. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
409. Yao Shen, Huanfeng Shen, Qing Cheng, Liwen Huang, Liangpei Zhang (2019). Urban Expansion Trajectories in China’s 36 Major Cities. Joint Urban Remote Sensing Event (JURSE).DOI
410. Yanfei Zhong, Yao Xu, Xinyu Wang, Tianyi Jia, Gui-Song Xia, Ailong Ma, Liangpei Zhang (2019). Pipeline leakage detection for district heating systems using multisource data in mid- and high-latitude regions. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
411. 吕鹏远，钟燕飞，赵济，张良培（2018）. 基于空-谱先验条件随机场的高分辨率遥感影像变化检测方法. 《南京信息工程大学学报》.
412. 沈焕锋，刘露，岳林蔚，李星华，张良培（2018）. 多源DEM融合的高差拟合神经网络方法. 《测绘学报》.
413. 张良培，张云，陈震中，肖佩珮，罗斌（2018）. 基于分裂合并的多模型拟合方法在点云分割中的应用. 《测绘学报》.
414. 姜尚洁，罗斌，贺鹏，杨国鹏，顾亚平，刘军，张云，张良培（2018）. 利用无人机多源影像检测车辆速度. 《测绘学报》.
415. 张良培，刘蓉，杜博（2018）. 使用量子优化算法进行高光谱遥感影像处理综述. 《武汉大学学报(信息科学版)》.
416. Tongwen Li, Chengyue Zhang, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang (2018). REAL-TIME AND SEAMLESS MONITORING OF GROUND-LEVEL PM2.5 USING SATELLITE REMOTE SENSING. ISPRS annals of the photogrammetry, remote sensing and spatial information sciences.DOI
417. 董燕妮，杜博，张乐飞，张良培（2018）. 基于局域自适应信息理论测度学习的高光谱目标探测方法. 《武汉大学学报(信息科学版)》.
418. Yuan Wang, Qiangqiang Yuan, Tongwen Li, Huanfeng Shen, Li Zheng, Liangpei Zhang (2018). Evaluation and comparison of MODIS Collection 6.1 aerosol optical depth against AERONET over regions in China with multifarious underlying surfaces. Atmospheric Environment.DOI
419. Xue Li, Liangpei Zhang, Bo Du, Lefei Zhang (2018). On Gleaning Knowledge From Cross Domains by Sparse Subspace Correlation Analysis for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing.DOI
420. Yanfei Zhong, Xinyu Wang, Yao Xu, Shaoyu Wang, Tianyi Jia, Xin Yu Hu, Ji Jun Zhao, Lifei Wei, Liangpei Zhang (2018). Mini-UAV-Borne Hyperspectral Remote Sensing: From Observation and Processing to Applications. IEEE Geoscience and Remote Sensing Magazine.DOI
421. Bo Du, Yong Wang, Chen Wu, Liangpei Zhang (2018). Unsupervised Scene Change Detection via Latent Dirichlet Allocation and Multivariate Alteration Detection. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
422. Lei Shi, Pingxiang Li, Jie Yang, Liangpei Zhang, Xiaoli Ding, Lingli Zhao (2018). Polarimetric Channel Misregistration Evaluation for the GaoFen-3 QPSI Mode. IEEE Geoscience and Remote Sensing Letters.DOI
423. Da He, Yanfei Zhong, Liangpei Zhang (2018). Spatiotemporal Subpixel Geographical Evolution Mapping. IEEE Transactions on Geoscience and Remote Sensing.DOI
424. Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li (2018). Laplacian-Regularized Low-Rank Subspace Clustering for Hyperspectral Image Band Selection. IEEE Transactions on Geoscience and Remote Sensing.DOI
425. Yanni Dong, Bo Du, Liangpei Zhang, Xiangyun Hu (2018). Hyperspectral Target Detection via Adaptive Information—Theoretic Metric Learning with Local Constraints. Remote Sensing.DOI
426. Qiangqiang Yuan, Qiang Zhang, Jie Li, Huanfeng Shen, Liangpei Zhang (2018). Hyperspectral Image Denoising Employing a Spatial–Spectral Deep Residual Convolutional Neural Network. IEEE Transactions on Geoscience and Remote Sensing.DOI
427. Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li (2018). Total Variation Regularized Collaborative Representation Clustering With a Locally Adaptive Dictionary for Hyperspectral Imagery. IEEE Transactions on Geoscience and Remote Sensing.DOI
428. Jinzhong Kang, Hongyan Zhang, Honghai Yang, Liangpei Zhang (2018). Support Vector Machine Classification of Crop Lands Using Sentinel-2 Imagery. International Conference on Agro-Geoinformatics.DOI
429. Jian Ding, Zhen Zhu, Gui-Song Xia, Xiang Bai, Serge Belongie, Jiebo Luo, Mihai P. Datcu, Marcello Pelillo, Liangpei Zhang (2018). ICPR2018 Contest on Object Detection in Aerial Images (ODAI-18). Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition.DOI
430. Chengkang Zhang, Hongyan Zhang, Juan Du, Liangpei Zhang (2018). Automated Paddy Rice Extent Extraction with Time Stacks of Sentinel Data: A Case Study in Jianghan Plain, Hubei, China. International Conference on Agro-Geoinformatics.DOI
431. Feng Yang, Gui-Song Xia, Dengxin Dai, Liangpei Zhang (2018). Delving into the Synthesizability of Dynamic Texture Samples. Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition.DOI
432. Xiang Zhang, Nengcheng Chen, Zeqiang Chen, Lixin Wu, Xia Li, Liangpei Zhang, Liping Di, Jianya Gong, Deren Li (2018). Geospatial sensor web: A cyber-physical infrastructure for geoscience research and application. Earth-Science Reviews.DOI
433. Xiong Xu, Xiaohua Tong, Antonio Plaza, Jun Li, Yanfei Zhong, Huan Xie, Liangpei Zhang (2018). A New Spectral-Spatial Sub-Pixel Mapping Model for Remotely Sensed Hyperspectral Imagery. IEEE Transactions on Geoscience and Remote Sensing.DOI
434. Tian-Zhu Xiang, Gui-Song Xia, Xiang Bai, Liangpei Zhang (2018). Image stitching by line-guided local warping with global similarity constraint. Pattern Recognition.DOI
435. Xiangchao Meng, Huanfeng Shen, Huifang Li, Liangpei Zhang, Randi Fu (2018). Review of the pansharpening methods for remote sensing images based on the idea of meta-analysis: Practical discussion and challenges. Information Fusion.DOI
436. Gui-Song Xia, Xiang Bai, Jian Ding, Zhen Zhu, Serge Belongie, Jiebo Luo, Mihai P. Datcu, Marcello Pelillo, Liangpei Zhang (2018). DOTA: A Large-Scale Dataset for Object Detection in Aerial Images. IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings.DOI
437. Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li (2018). Integrated research on land cover changes and the consequent influences: A case study of the western part of Tiaoxi Basin. International Workshop on Earth Observation and Remote Sensing Applications.DOI
438. Pengyuan Lv, Yanfei Zhong, Ji Jun Zhao, Liangpei Zhang (2018). Unsupervised Change Detection Based on Hybrid Conditional Random Field Model for High Spatial Resolution Remote Sensing Imagery. IEEE Transactions on Geoscience and Remote Sensing.DOI
439. Bo Du, Shaodong Wang, Chang Xu, Nan Wang, Liangpei Zhang, Dacheng Tao (2018). Multi-Task Learning for Blind Source Separation. IEEE Transactions on Image Processing.DOI
440. Fulin Luo, Bo Du, Liangpei Zhang, Lefei Zhang, Dacheng Tao (2018). Feature Learning Using Spatial-Spectral Hypergraph Discriminant Analysis for Hyperspectral Image. IEEE Transactions on Cybernetics.DOI
441. Liangchen Song, Bo Du, Lefei Zhang, Liangpei Zhang, Jia Xin Wu, Xuelong Li (2018). Nonlocal Patch Based t-SVD for Image Inpainting: Algorithm and Error Analysis. Proceedings of the AAAI Conference on Artificial Intelligence.DOI
442. Qiqi Zhu, Yanfei Zhong, Yanfei Liu, Liangpei Zhang, Deren Li (2018). A Deep-Local-Global Feature Fusion Framework for High Spatial Resolution Imagery Scene Classification. Remote Sensing.DOI
443. Shizhen Chang, Bo Du, Liangpei Zhang (2018). BASO: A Background-Anomaly Component Projection and Separation Optimized Filter for Anomaly Detection in Hyperspectral Images. IEEE Transactions on Geoscience and Remote Sensing.DOI
444. Qiangqiang Yuan, Yancong Wei, Xiangchao Meng, Huanfeng Shen, Liangpei Zhang (2018). A Multiscale and Multidepth Convolutional Neural Network for Remote Sensing Imagery Pan-Sharpening. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
445. Linwei Yue, Huanfeng Shen, Yu Wei, Liangpei Zhang (2018). Monitoring of Historical Glacier Recession in Yulong Mountain by the Integration of Multisource Remote Sensing Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
446. Yuncheng Lu, Zhucun Xue, Gui-Song Xia, Liangpei Zhang (2018). A survey on vision-based UAV navigation. Geo-spatial Information Science.DOI
447. Yonghao Xu, Liangpei Zhang, Bo Du, Fan Zhang (2018). Spectral-Spatial Unified Networks for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing.DOI
448. Tian-Zhu Xiang, Gui-Song Xia, Liangpei Zhang (2018). Image Stitching Using Smoothly Planar Homography. Lecture notes in computer science.DOI
449. Lei Shi, Pingxiang Li, Jie Yang, Liangpei Zhang, Xiaoli Ding, Lingli Zhao (2018). Co-polarization channel imbalance phase estimation by corner-reflector-like targets. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
450. Chen Wu, Bo Du, Liangpei Zhang (2018). Hyperspectral anomalous change detection based on joint sparse representation. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
451. Hongzhang Xu, Qiangqiang Yuan, Tongwen Li, Huanfeng Shen, Liangpei Zhang, Hongtao Jiang (2018). Quality Improvement of Satellite Soil Moisture Products by Fusing with In-Situ Measurements and GNSS-R Estimates in the Western Continental U.S. Remote Sensing.DOI
452. Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li (2018). Cloud/shadow detection based on spectral indices for multi/hyperspectral optical remote sensing imagery. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
453. Xinyi Tong, Qikai Lu, Gui-Song Xia, Liangpei Zhang (2018). Large-Scale Land Cover Classification in Gaofen-2 Satellite Imagery. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
454. Yonghao Xu, Bo Du, Liangpei Zhang (2018). Multi-Source Remote Sensing Data Classification via Fully Convolutional Networks and Post-Classification Processing. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
455. Pu Jin, Gui-Song Xia, Fan Hu, Qikai Lu, Liangpei Zhang (2018). AID++: An Updated Version of AID on Scene Classification. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
456. Qiong Cao, Yanfei Zhong, Ailong Ma, Liangpei Zhang (2018). Urban Land Use/Land Cover Classification Based on Feature Fusion Fusing Hyperspectral Image and Lidar Data. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
457. Fan Hu, Gui-Song Xia, Wen Tao Yang, Liangpei Zhang (2018). Recent Advances and Opportunities in Scene Classification of Aerial Images with Deep Models. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
458. Yonghao Xu, Bo Du, Liangpei Zhang (2018). Can We Generate Good Samples for Hyperspectral Classification? — A Generative Adversarial Network Based Method. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
459. Qiang Zhang, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang (2018). A Unified Spatial-Temporal-Spectral Learning Framework for Reconstructing Missing Data in Remote Sensing Images. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
460. Huilin Xu, Hongyan Zhang, Wei Ping He, Liangpei Zhang (2018). Superpixel Based Dimension Reduction for Hyperspectral Imagery. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
461. Jin Huang, Gui-Song Xia, Fan Hu, Liangpei Zhang (2018). Accurate Building Detection in VHR Remote Sensing Images Using Geometric Saliency. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
462. Fulin Luo, Liangpei Zhang, Bo Du, Lefei Zhang, Yanni Dong (2018). Discriminant Spatial-Spectral Hypergraph Learning for Hyperspectral Image Classification. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
463. Xinyu Wang, Yanfei Zhong, Liangpei Zhang, Yanyan Xu (2018). Blind Spectral Unmixing Considering the Adjacent Effect. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
464. Yonghao Xu, Bo Du, Fan Zhang, Liangpei Zhang (2018). Hyperspectral image classification via a random patches network. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
465. Yanfei Zhong, Xiaobing Han, Liangpei Zhang (2018). Multi-class geospatial object detection based on a position-sensitive balancing framework for high spatial resolution remote sensing imagery. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
466. 彭晓琳，沈焕锋，曾超，张良培，何宗宜（2017）. 一种Aura卫星遥感臭氧产品的修复方法. 《武汉大学学报(信息科学版)》.
467. 张良培，武辰（2017）. 多时相遥感影像变化检测的现状与展望. 《测绘学报》.
468. 张亚坤，张洪艳，沈焕锋，张良培（2017）. 一种基于稀疏表达的遥感影像时空融合方法. 《电子科技》.
469. 兰霞，刘欣鑫，沈焕锋，袁强强，张良培（2017）. 一种消除高密度椒盐噪声的迭代中值滤波算法. 《武汉大学学报(信息科学版)》.
470. 向天烛，薛楠，夏桂松，张良培（2017）. 基于各向异性尺度Junction的图像拼接. 《信号处理》.
471. Weiwei Sun, Gang Yang, Bo Du, Lefei Zhang, Liangpei Zhang (2017). A Sparse and Low-Rank Near-Isometric Linear Embedding Method for Feature Extraction in Hyperspectral Imagery Classification. IEEE Transactions on Geoscience and Remote Sensing.DOI
472. Bo Du, Yujia Sun, Chen Wu, Lefei Zhang, Liangpei Zhang (2017). Real-time tracking based on weighted compressive tracking and a cognitive memory model. Signal Processing.DOI
473. Wei Ping He, Hongyan Zhang, Liangpei Zhang (2017). Total Variation Regularized Reweighted Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing. IEEE Transactions on Geoscience and Remote Sensing.DOI
474. Lingli Zhao, Jie Yang, Pingxiang Li, Lei Shi, Liangpei Zhang (2017). Characterizing Lodging Damage in Wheat and Canola Using Radarsat-2 Polarimetric SAR Data. Remote Sensing Letters.DOI
475. Han Zhai, Hongyan Zhang, Xiong Xu, Liangpei Zhang, Pingxiang Li (2017). Kernel Sparse Subspace Clustering with a Spatial Max Pooling Operation for Hyperspectral Remote Sensing Data Interpretation. Remote Sensing.DOI
476. Zengmao Wang, Bo Du, Lefei Zhang, Liangpei Zhang, Xiuping Jia (2017). A Novel Semisupervised Active-Learning Algorithm for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing.DOI
477. Lingli Zhao, Jie Yang, Pingxiang Li, Xin Huang, Lei Shi, Liangpei Zhang (2017). Characterization of the coherent scattering induced by ridging patterns in agriculture by the use of polarimetric SAR imagery. International Journal of Remote Sensing.DOI
478. Yuqi Tang, Liangpei Zhang (2017). Urban Change Analysis with Multi-Sensor Multispectral Imagery. Remote Sensing.DOI
479. Xue Li, Liangpei Zhang, Bo Du, Lefei Zhang, Qian Shi (2017). Iterative Reweighting Heterogeneous Transfer Learning Framework for Supervised Remote Sensing Image Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
480. Mingming Xu, Liangpei Zhang, Bo Du, Lefei Zhang, Yanguo Fan, Dongmei Song (2017). A Mutation Operator Accelerated Quantum-Behaved Particle Swarm Optimization Algorithm for Hyperspectral Endmember Extraction. Remote Sensing.DOI
481. Rui Zhao, Bo Du, Liangpei Zhang (2017). Hyperspectral Anomaly Detection via a Sparsity Score Estimation Framework. IEEE Transactions on Geoscience and Remote Sensing.DOI
482. Zhiwei Li, Huanfeng Shen, Huifang Li, Gui-Song Xia, Paolo E. Gamba, Liangpei Zhang (2017). Multi-feature combined cloud and cloud shadow detection in GaoFen-1 wide field of view imagery. Remote Sensing of Environment.DOI
483. Dawei Wen, Xin Huang, Hui Liu, Wenzhi Liao, Liangpei Zhang (2017). Semantic Classification of Urban Trees Using Very High Resolution Satellite Imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
484. Chen Wu, Liangpei Zhang, Bo Du (2017). Kernel Slow Feature Analysis for Scene Change Detection. IEEE Transactions on Geoscience and Remote Sensing.DOI
485. Yanni Dong, Bo Du, Liangpei Zhang, Lefei Zhang (2017). Dimensionality Reduction and Classification of Hyperspectral Images Using Ensemble Discriminative Local Metric Learning. IEEE Transactions on Geoscience and Remote Sensing.DOI
486. Rong Liu, Liangpei Zhang, Bo Du (2017). A Novel Endmember Extraction Method for Hyperspectral Imagery Based on Quantum-Behaved Particle Swarm Optimization. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
487. Tongwen Li, Huanfeng Shen, Chao Zeng, Qiangqiang Yuan, Liangpei Zhang (2017). Point-surface fusion of station measurements and satellite observations for mapping PM2.5 distribution in China: Methods and assessment. Atmospheric Environment.DOI
488. Yonghao Xu, Bo Du, Liangpei Zhang, Fan Zhang (2017). A Band Grouping Based LSTM Algorithm for Hyperspectral Image Classification. Communications in computer and information science.DOI
489. Liangchen Song, Bo Du, Lefei Zhang, Liangpei Zhang (2017). A Low-Rank Total-Variation Regularized Tensor Completion Algorithm. Communications in computer and information science.DOI
490. Mi Hye Song, Yanfei Zhong, Ailong Ma, Liangpei Zhang (2017). Unsupervised Change Detection for Remote Sensing Images Based on Principal Component Analysis and Differential Evolution. Lecture notes in computer science.DOI
491. Yuting Wan, Yanfei Zhong, Ailong Ma, Liangpei Zhang (2017). Evolutionary Computation Theory for Remote Sensing Image Clustering: A Survey. Lecture notes in computer science.DOI
492. Shangjie Jiang, Bin Luo, Jun Liu, Yun Zhang, Liangpei Zhang (2017). UAV-Based Vehicle Detection by Multi-source Images. Communications in computer and information science.DOI
493. Bo Du, Zengmao Wang, Lefei Zhang, Liangpei Zhang, Dacheng Tao (2017). Robust and Discriminative Labeling for Multi-Label Active Learning Based on Maximum Correntropy Criterion. IEEE Transactions on Image Processing.DOI
494. Yanfei Zhong, Ailong Ma, Yew-Soon Ong, Zexuan Zhu, Liangpei Zhang (2017). Computational intelligence in optical remote sensing image processing. Applied Soft Computing.DOI
495. Meiling Gao, Huanfeng Shen, Xujun Han, Huifang Li, Liangpei Zhang (2017). Multiple timescale analysis of the urban heat island effect based on the Community Land Model: a case study of the city of Xi’an, China. Environmental Monitoring and Assessment.DOI
496. Qianqian Yang, Qiangqiang Yuan, Tongwen Li, Huanfeng Shen, Liangpei Zhang (2017). The Relationships between PM2.5 and Meteorological Factors in China: Seasonal and Regional Variations. International Journal of Environmental Research and Public Health.DOI
497. Yun Zhang, Bin Luo, Liangpei Zhang (2017). Permutation Preference Based Alternate Sampling and Clustering for Motion Segmentation. IEEE Signal Processing Letters.DOI
498. Xiaobin Guan, Huanfeng Shen, Wenxia Gan, Gang Yang, Lunche Wang, Xinghua Li, Liangpei Zhang (2017). A 33-Year NPP Monitoring Study in Southwest China by the Fusion of Multi-Source Remote Sensing and Station Data. Remote Sensing.DOI
499. Li Sun, Yuqi Tang, Liangpei Zhang (2017). Rural Building Detection in High-Resolution Imagery Based on a Two-Stage CNN Model. IEEE Geoscience and Remote Sensing Letters.DOI
500. Yiming Zhang, Bo Du, Yuxiang Zhang, Liangpei Zhang (2017). Spatially Adaptive Sparse Representation for Target Detection in Hyperspectral Images. IEEE Geoscience and Remote Sensing Letters.DOI
501. Nan Xue, Gui-Song Xia, Xiang Bai, Liangpei Zhang, Weiming Shen (2017). Anisotropic-Scale Junction Detection and Matching for Indoor Images. IEEE Transactions on Image Processing.DOI
502. Yiting Tao, Miaozhong Xu, Fan Zhang, Bo Du, Liangpei Zhang (2017). Unsupervised-Restricted Deconvolutional Neural Network for Very High Resolution Remote-Sensing Image Classification. IEEE Transactions on Geoscience and Remote Sensing.DOI
503. Yancong Wei, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang (2017). Boosting the Accuracy of Multispectral Image Pansharpening by Learning a Deep Residual Network. IEEE Geoscience and Remote Sensing Letters.DOI
504. Xiaobing Han, Yanfei Zhong, Liqin Cao, Liangpei Zhang (2017). Pre-Trained AlexNet Architecture with Pyramid Pooling and Supervision for High Spatial Resolution Remote Sensing Image Scene Classification. Remote Sensing.DOI
505. Xinyu Wang, Yanfei Zhong, Liangpei Zhang, Yanyan Xu (2017). Spatial Group Sparsity Regularized Nonnegative Matrix Factorization for Hyperspectral Unmixing. IEEE Transactions on Geoscience and Remote Sensing.DOI
506. Zengmao Wang, Bo Du, Lefei Zhang, Liangpei Zhang, Ruimin Hu, Dacheng Tao (2017). On Gleaning Knowledge from Multiple Domains for Active Learning. International Joint Conference on Artificial Intelligence.DOI
507. Chen Wu, Bo Du, Xiaohui Cui, Liangpei Zhang (2017). A post-classification change detection method based on iterative slow feature analysis and Bayesian soft fusion. Remote Sensing of Environment.DOI
508. Wan Li, Liangpei Zhang, Lefei Zhang, Bo Du (2017). GPU Parallel Implementation of Isometric Mapping for Hyperspectral Classification. IEEE Geoscience and Remote Sensing Letters.DOI
509. Gui-Song Xia, Gang Liu, Xiang Bai, Liangpei Zhang (2017). Texture Characterization Using Shape Co-Occurrence Patterns. IEEE Transactions on Image Processing.DOI
510. Xiaobing Han, Yanfei Zhong, Liangpei Zhang (2017). An Efficient and Robust Integrated Geospatial Object Detection Framework for High Spatial Resolution Remote Sensing Imagery. Remote Sensing.DOI
511. Rong Liu, Bo Du, Liangpei Zhang (2017). Multiobjective Optimized Endmember Extraction for Hyperspectral Image. Remote Sensing.DOI
512. Xinghua Li, Wenxuan Fu, Huanfeng Shen, Chunlin Huang, Liangpei Zhang (2017). Monitoring snow cover variability (2000–2014) in the Hengduan Mountains based on cloud-removed MODIS products with an adaptive spatio-temporal weighted method. Journal of Hydrology.DOI
513. Yuxiang Zhang, Ke Wu, Bo Du, Liangpei Zhang, Xiangyun Hu (2017). Hyperspectral Target Detection via Adaptive Joint Sparse Representation and Multi-Task Learning with Locality Information. Remote Sensing.DOI
514. Qing Cheng, Huanfeng Shen, Liangpei Zhang, Zhenghong Peng (2017). Missing Information Reconstruction for Single Remote Sensing Images Using Structure-Preserving Global Optimization. IEEE Signal Processing Letters.DOI
515. Chang Han, Nong Sang, Hongyan Zhang, Liangpei Zhang (2017). Gradient transferred pansharpening method based on cosparse analysis model. Journal of Applied Remote Sensing.DOI
516. Hongtao Jiang, Huanfeng Shen, Huifang Li, Fangni Lei, Wenxia Gan, Liangpei Zhang (2017). Evaluation of Multiple Downscaled Microwave Soil Moisture Products over the Central Tibetan Plateau. Remote Sensing.DOI
517. Ji Jun Zhao, Yanfei Zhong, Tianyi Jia, Xinyu Wang, Yao Xu, Hong Shu, Liangpei Zhang (2017). Spectral-spatial classification of hyperspectral imagery with cooperative game. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
518. Xinghua Li, Huanfeng Shen, Ruitao Feng, Jie Li, Liangpei Zhang (2017). DEM generation from contours and a low-resolution DEM. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
519. Yanfei Zhong, Qiong Cao, Ji Jun Zhao, Ailong Ma, Bei Zhao, Liangpei Zhang (2017). Optimal Decision Fusion for Urban Land-Use/Land-Cover Classification Based on Adaptive Differential Evolution Using Hyperspectral and LiDAR Data. Remote Sensing.DOI
520. Xin Zhang, Gui-Song Xia, Qikai Lu, Weiming Shen, Liangpei Zhang (2017). Visual object tracking by correlation filters and online learning. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
521. Cheng Jiang, S. Douté, Bin Luo, Liangpei Zhang (2017). Fusion of photogrammetric and photoclinometric information for high-resolution DEMs from Mars in-orbit imagery. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
522. Yancong Wei, Qiangqiang Yuan, Xiangchao Meng, Huanfeng Shen, Liangpei Zhang, Michael K. Ng (2017). Multi-scale-and-depth convolutional neural network for remote sensed imagery pan-sharpening. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
523. Yanfei Zhong, Xinyu Wang, Yao Xu, Tianyi Jia, Song Cui, Lifei Wei, Ailong Ma, Liangpei Zhang (2017). MINI-UAV borne hyperspectral remote sensing: A review. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
524. Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang (2017). Differentiable sparse unmixing based on Bregman divergence for hyperspectral remote sensing imagery. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
525. Pengyuan Lv, Yanfei Zhong, Ji Jun Zhao, Ailong Ma, Liangpei Zhang (2017). Change detection based on structural conditional random field framework for high spatial resolution remote sensing imagery. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
526. Xinyu Wang, Yanfei Zhong, Yao Xu, Liangpei Zhang, Yanyan Xu (2017). Saliency-based endmember detection for hyperspectral imagery. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
527. Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li (2017). Total variation regularized collaborative representation clustering with a locally adaptive dictionary for hyperspectral remote sensing imagery. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
528. Rong Liu, Bo Du, Liangpei Zhang (2017). Multiobjective endmember extraction for hyperspectral image. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
529. Qiangqiang Yuan, Michael K. Ng, Huanfeng Shen, Liangpei Zhang, Jie Li (2017). Miss data reconstruction in remote sensing images with a double weighted tensor low rank model. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
530. Hongtao Jiang, Huanfeng Shen, Xinghua Li, Liangpei Zhang (2017). Generation of SMAP 9 KM soil moisture using a spatio-temporal information fusion model. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
531. Shizhen Chang, Bo Du, Liangpei Zhang, Rui Zhao (2017). IBRS: An Iterative Background Reconstruction and Suppression Framework for Hyperspectral Target Detection. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
532. Renbo Luo, Wenzhi Liao, Hongyan Zhang, Liangpei Zhang, Paul Scheunders, Youguo Pi, Wilfried R. Philips (2017). Fusion of Hyperspectral and LiDAR Data for Classification of Cloud-Shadow Mixed Remote Sensed Scene. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
533. Weiwei Sun, Jun Ma, Gang Yang, Bo Du, Liangpei Zhang (2017). A Poisson nonnegative matrix factorization method with parameter subspace clustering constraint for endmember extraction in hyperspectral imagery. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
534. 张良培，沈焕锋（2016）. 遥感数据融合的进展与前瞻. 《遥感学报》.
535. 张良培，李家艺（2016）. 高光谱图像稀疏信息处理综述与展望. 《遥感学报》.
536. 刘浩，罗斌，张良培（2016）. 基于显著性检测的图像简化. 《云南民族大学学报(自然科学版)》.
537. 张良培，钟燕飞，曹丽琴（2016）. 空天地一体化对地观测传感网的理论与方法立项报告. 《科技创新导报》.
538. Xiong Xu, Xiaohua Tong, Antonio Plaza, Yanfei Zhong, Huan Xie, Liangpei Zhang (2016). Joint Sparse Sub-Pixel Mapping Model with Endmember Variability for Remotely Sensed Imagery. Remote Sensing.DOI
539. Shishi Liu, Wenhua Zhao, Huanfeng Shen, Liangpei Zhang (2016). Regional-scale winter wheat phenology monitoring using multisensor spatio-temporal fusion in a South Central China growing area. Journal of Applied Remote Sensing.DOI
540. Xiaobing Han, Yanfei Zhong, Bei Zhao, Liangpei Zhang (2016). Scene classification based on a hierarchical convolutional sparse auto-encoder for high spatial resolution imagery. International Journal of Remote Sensing.DOI
541. Yanni Dong, Bo Du, Lefei Zhang, Liangpei Zhang, Dacheng Tao (2016). LAM3L: Locally adaptive maximum margin metric learning for visual data classification. Neurocomputing.DOI
542. Yuxiang Zhang, Bo Du, Liangpei Zhang, Tongliang Liu (2016). Joint Sparse Representation and Multitask Learning for Hyperspectral Target Detection. IEEE Transactions on Geoscience and Remote Sensing.DOI
543. Tian-Zhu Xiang, Gui-Song Xia, Liangpei Zhang, Ningning Huang (2016). Locally warping-based image stitching by imposing line constraints. Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition.DOI
544. Xiong Xu, Xiaohua Tong, Antonio Plaza, Yanfei Zhong, Huan Xie, Liangpei Zhang (2016). Using Linear Spectral Unmixing for Subpixel Mapping of Hyperspectral Imagery: A Quantitative Assessment. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
545. Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li (2016). Reweighted mass center based object-oriented sparse subspace clustering for hyperspectral images. Journal of Applied Remote Sensing.DOI
546. Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li, Antonio Plaza (2016). A New Sparse Subspace Clustering Algorithm for Hyperspectral Remote Sensing Imagery. IEEE Geoscience and Remote Sensing Letters.DOI
547. Xiaoshuang Ma, Huanfeng Shen, Liangpei Zhang (2016). PolSAR anisotropic diffusion filter with a refined similarity measure and an adaptive fidelity constraint. International Journal of Remote Sensing.DOI
548. Pengyuan Lv, Yanfei Zhong, Ji Jun Zhao, Hongzan Jiao, Liangpei Zhang (2016). Change Detection Based on a Multifeature Probabilistic Ensemble Conditional Random Field Model for High Spatial Resolution Remote Sensing Imagery. IEEE Geoscience and Remote Sensing Letters.DOI
549. Fan Hu, Xinyi Tong, Gui-Song Xia, Liangpei Zhang (2016). Delving into deep representations for remote sensing image retrieval. International Conference on Signal Processing.DOI
550. Fan Hu, Gui-Song Xia, Liangpei Zhang (2016). Deep sparse representations for land-use scene classification in remote sensing images. International Conference on Signal Processing.DOI
551. Feng Yang, Gui-Song Xia, Liangpei Zhang, Xin Huang (2016). Stationary dynamic texture synthesis using convolutional neural networks. International Conference on Signal Processing.DOI
552. Da He, Yanfei Zhong, Ruyi Feng, Liangpei Zhang (2016). Spatial-Temporal Sub-Pixel Mapping Based on Swarm Intelligence Theory. Remote Sensing.DOI
553. Yanfei Zhong, Feng Fei, Yanfei Liu, Bei Zhao, Hongzan Jiao, Liangpei Zhang (2016). SatCNN: satellite image dataset classification using agile convolutional neural networks. Remote Sensing Letters.DOI
554. Xiaolin Peng, Huanfeng Shen, Liangpei Zhang, Chao Zeng, Gang Yang, Zongyi He (2016). Spatially continuous mapping of daily global ozone distribution (2004–2014) with the Aura OMI sensor. Journal of Geophysical Research Atmospheres.DOI
555. Rui Zhao, Liangpei Zhang (2016). GSEAD: Graphical Scoring Estimation for Hyperspectral Anomaly Detection. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
556. Huanfeng Shen, Xiangchao Meng, Liangpei Zhang (2016). An Integrated Framework for the Spatio–Temporal–Spectral Fusion of Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing.DOI
557. Bo Du, Yuxiang Zhang, Liangpei Zhang, Dacheng Tao (2016). Beyond the Sparsity-Based Target Detector: A Hybrid Sparsity and Statistics-Based Detector for Hyperspectral Images. IEEE Transactions on Image Processing.DOI
558. Yanni Dong, Bo Du, Liangpei Zhang, Lefei Zhang (2016). Exploring Locally Adaptive Dimensionality Reduction for Hyperspectral Image Classification: A Maximum Margin Metric Learning Aspect. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
559. Rui Zhao, Bo Du, Liangpei Zhang (2016). GSEAD: Graphical score estimation for hyperspectral anomaly detection. Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.DOI
560. Mingming Xu, Liangpei Zhang, Bo Du, Lefei Zhang (2016). The linear mixed model constrained particle swarm optimization for hyperspectral endmember extraction from highly mixed data. Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.DOI
561. Huifang Li, Huanfeng Shen, Qiangqing Yuan, Hongyan Zhang, Lefei Zhang, Liangpei Zhang (2016). Quality improvement of hyperspectral remote sensing images: A technical overview. Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.DOI
562. Weiwei Sun, Liangpei Zhang, Bo Du (2016). Feature extraction using near-isometric linear embeddings for hyperspectral imagery classification. Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.DOI
563. Hongyan Zhang, Wei Ping He, Wenzhi Liao, Renbo Luo, Liangpei Zhang, Aleksandra Pižurica (2016). Exploiting the low-rank property of hyperspectral imagery: A technical overview. Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.DOI
564. Xin Huang, Wenliang Yuan, Jiayi Li, Liangpei Zhang (2016). A New Building Extraction Postprocessing Framework for High-Spatial-Resolution Remote-Sensing Imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
565. Jie Li, Qiangqiang Yuan, Huanfeng Shen, Xiangchao Meng, Liangpei Zhang (2016). Hyperspectral Image Super-Resolution by Spectral Mixture Analysis and Spatial–Spectral Group Sparsity. IEEE Geoscience and Remote Sensing Letters.DOI
566. Xiangchao Meng, Jie Li, Huanfeng Shen, Liangpei Zhang, Hongyan Zhang (2016). Pansharpening with a Guided Filter Based on Three-Layer Decomposition. Sensors.DOI
567. Liangpei Zhang, Xiaojie Zhu, Lefei Zhang, Bo Du (2016). Multidomain Subspace Classification for Hyperspectral Images. IEEE Transactions on Geoscience and Remote Sensing.DOI
568. Yanfei Zhong, Rongrong Gao, Liangpei Zhang (2016). Multiscale and Multifeature Normalized Cut Segmentation for High Spatial Resolution Remote Sensing Imagery. IEEE Transactions on Geoscience and Remote Sensing.DOI
569. Nengwen Zhao, Lefei Zhang, Bo Du, Liangpei Zhang, Dacheng Tao, Jane You (2016). Sparse tensor discriminative locality alignment for gait recognition.DOI
570. Xin Zhang, Zifeng Wang, Gui-Song Xia, Liangpei Zhang (2016). Accurate object tracking by combining correlation filters and keypoints.DOI
571. Wei Xiong, Bo Du, Lefei Zhang, Liangpei Zhang, Dacheng Tao (2016). Denoising auto-encoders toward robust unsupervised feature representation.DOI
572. Jie Li, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang (2016). Noise Removal From Hyperspectral Image With Joint Spectral–Spatial Distributed Sparse Representation. IEEE Transactions on Geoscience and Remote Sensing.DOI
573. Ji Jun Zhao, Yanfei Zhong, Hong Shu, Liangpei Zhang (2016). High-Resolution Image Classification Integrating Spectral-Spatial-Location Cues by Conditional Random Fields. IEEE Transactions on Image Processing.DOI
574. Fan Zhang, Bo Du, Liangpei Zhang, Miaozhong Xu (2016). Weakly Supervised Learning Based on Coupled Convolutional Neural Networks for Aircraft Detection. IEEE Transactions on Geoscience and Remote Sensing.DOI
575. Liangpei Zhang, Lefei Zhang, Bo Du (2016). Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art. IEEE Geoscience and Remote Sensing Magazine.DOI
576. Liangpei Zhang (2016). The IEEE Wuhan Section Chapter Focuses on Remote Sensing Techniques [Chapters]. IEEE Geoscience and Remote Sensing Magazine.DOI
577. Rong Liu, Bo Du, Liangpei Zhang (2016). Hyperspectral Unmixing via Double Abundance Characteristics Constraints Based NMF. Remote Sensing.DOI
578. Linwei Yue, Huanfeng Shen, Jie Li, Qiangqiang Yuan, Hongyan Zhang, Liangpei Zhang (2016). Image super-resolution: The techniques, applications, and future. Signal Processing.DOI
579. Qiqi Zhu, Yanfei Zhong, Bei Zhao, Gui-Song Xia, Liangpei Zhang (2016). Bag-of-Visual-Words Scene Classifier With Local and Global Features for High Spatial Resolution Remote Sensing Imagery. IEEE Geoscience and Remote Sensing Letters.DOI
580. Lei Shi, Lefei Zhang, Lingli Zhao, Liangpei Zhang, Pingxiang Li, Dan Wu (2016). Adaptive Laplacian Eigenmap-Based Dimension Reduction for Ocean Target Discrimination. IEEE Geoscience and Remote Sensing Letters.DOI
581. Yanfei Zhong, Fei Feng, Liangpei Zhang (2016). Large patch convolutional neural networks for the scene classification of high spatial resolution imagery. Journal of Applied Remote Sensing.DOI
582. Weiwei Sun, Liangpei Zhang, Lefei Zhang, Yenming Mark Lai (2016). A Dissimilarity-Weighted Sparse Self-Representation Method for Band Selection in Hyperspectral Imagery Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
583. Ailong Ma, Yanfei Zhong, Bei Zhao, Hongzan Jiao, Liangpei Zhang (2016). Semisupervised Subspace-Based DNA Encoding and Matching Classifier for Hyperspectral Remote Sensing Imagery. IEEE Transactions on Geoscience and Remote Sensing.DOI
584. Wei Ping He, Hongyan Zhang, Liangpei Zhang, Wilfried R. Philips, Wenzhi Liao (2016). Weighted Sparse Graph Based Dimensionality Reduction for Hyperspectral Images. IEEE Geoscience and Remote Sensing Letters.DOI
585. Bo Du, Wei Xiong, Jia Xin Wu, Lefei Zhang, Liangpei Zhang, Dacheng Tao (2016). Stacked Convolutional Denoising Auto-Encoders for Feature Representation. IEEE Transactions on Cybernetics.DOI
586. Ruyi Feng, Yanfei Zhong, Yunyun Wu, Da He, Xiong Xu, Liangpei Zhang (2016). Nonlocal Total Variation Subpixel Mapping for Hyperspectral Remote Sensing Imagery. Remote Sensing.DOI
587. Xinghua Li, Huanfeng Shen, Huifang Li, Liangpei Zhang (2016). Patch Matching-Based Multitemporal Group Sparse Representation for the Missing Information Reconstruction of Remote-Sensing Images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
588. Hongyan Zhang, Han Zhai, Liangpei Zhang, Pingxiang Li (2016). Spectral–Spatial Sparse Subspace Clustering for Hyperspectral Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing.DOI
589. Qikai Lu, Xin Huang, Jun Li, Liangpei Zhang (2016). A Novel MRF-Based Multifeature Fusion for Classification of Remote Sensing Images. IEEE Geoscience and Remote Sensing Letters.DOI
590. Xin Huang, Xiaopeng Han, Liangpei Zhang, Jianya Gong, Wenzhi Liao, Jón Atli Benediktsson (2016). Generalized Differential Morphological Profiles for Remote Sensing Image Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
591. Bei Zhao, Yanfei Zhong, Liangpei Zhang, Bo Huang (2016). The Fisher Kernel Coding Framework for High Spatial Resolution Scene Classification. Remote Sensing.DOI
592. Qikai Lu, Xin Huang, Tingting Liu, Liangpei Zhang (2016). A structural similarity-based label-smoothing algorithm for the post-processing of land-cover classification. Remote Sensing Letters.DOI
593. Huifang Li, Xiaojing Wang, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang (2016). An efficient multi-resolution variational Retinex scheme for the radiometric correction of airborne remote sensing images. International Journal of Remote Sensing.DOI
594. Wei Ping He, Hongyan Zhang, Liangpei Zhang (2016). Sparsity-Regularized Robust Non-Negative Matrix Factorization for Hyperspectral Unmixing. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
595. Xiaoshuang Ma, Huanfeng Shen, Xi-Le Zhao, Liangpei Zhang (2016). SAR Image Despeckling by the Use of Variational Methods With Adaptive Nonlocal Functionals. IEEE Transactions on Geoscience and Remote Sensing.DOI
596. Ailong Ma, Yanfei Zhong, Liangpei Zhang (2016). Spectral-Spatial Clustering with a Local Weight Parameter Determination Method for Remote Sensing Imagery. Remote Sensing.DOI
597. Xinxin Liu, Xiliang Lu, Huanfeng Shen, Qiangqiang Yuan, Yuling Jiao, Liangpei Zhang (2016). Stripe Noise Separation and Removal in Remote Sensing Images by Consideration of the Global Sparsity and Local Variational Properties. IEEE Transactions on Geoscience and Remote Sensing.DOI
598. Xian Guo, Xin Huang, Lefei Zhang, Liangpei Zhang, Antonio Plaza, Jón Atli Benediktsson (2016). Support Tensor Machines for Classification of Hyperspectral Remote Sensing Imagery. IEEE Transactions on Geoscience and Remote Sensing.DOI
599. Ruyi Feng, Yanfei Zhong, Xiong Xu, Liangpei Zhang (2016). Adaptive Sparse Subpixel Mapping With a Total Variation Model for Remote Sensing Imagery. IEEE Transactions on Geoscience and Remote Sensing.DOI
600. Cheng Jiang, Hongyan Zhang, Liangpei Zhang, Huanfeng Shen, Qiangqiang Yuan (2016). Hyperspectral Image Denoising with a Combined Spatial and Spectral Weighted Hyperspectral Total Variation Model. Canadian Journal of Remote Sensing.DOI
601. Chang Han, Hongyan Zhang, Changxin Gao, Cheng Jiang, Nong Sang, Liangpei Zhang (2016). A Remote Sensing Image Fusion Method Based on the Analysis Sparse Model. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
602. Zengmao Wang, Bo Du, Lefei Zhang, Liangpei Zhang, Meng Fang, Dacheng Tao (2016). Multi-label Active Learning Based on Maximum Correntropy Criterion: Towards Robust and Discriminative Labeling. Lecture notes in computer science.DOI
603. Rui Zhao, Xianquan Han, Bo Du, Liangpei Zhang (2016). Sparsity Score Estimation for Hyperspectral Anomaly Detection. IIAE International Conference on Intelligent Systems and Image Processing (ICISIP).DOI
604. Linwei Yue, Huanfeng Shen, Liangpei Zhang, Xianwei Zheng, Fan Zhang, Qiangqiang Yuan (2016). High-quality seamless DEM generation blending SRTM-1, ASTER GDEM v2 and ICESat/GLAS observations. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
605. Rui Zhao, Bo Du, Liangpei Zhang, Lefei Zhang (2016). A robust background regression based score estimation algorithm for hyperspectral anomaly detection. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
606. Yanfei Liu, Yanfei Zhong, Fei Feng, Liangpei Zhang (2016). Scene semantic classification based on random-scale stretched convolutional neural network for high-spatial resolution remote sensing imagery. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
607. Xiong Xu, Xiaohua Tong, Jie Li, Huan Xie, Yanfei Zhong, Liangpei Zhang, Dongmei Song (2016). Hyperspectral image super resolution reconstruction with a joint spectral-spatial sub-pixel mapping model. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
608. Hai Zhang, Huanfeng Shen, Liangpei Zhang (2016). Fusion of multispectral and SAR images using sparse representation. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
609. Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li (2016). Squaring weighted low-rank subspace clustering for hyperspectral image band selection. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
610. Yao Xu, Xinyu Wang, Yanfei Zhong, Liangpei Zhang (2016). Thermal anomaly detection based on saliency computation for district heating system. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
611. Ruyi Feng, Da He, Yanfei Zhong, Liangpei Zhang (2016). Sparse representation based subpixel information extraction framework for hyperspectral remote sensing imagery. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
612. Pengyuan Lv, Yanfei Zhong, Ji Jun Zhao, Liangpei Zhang (2016). Unsupervised change detection model based on hybrid conditional random field for high spatial resolution remote sensing imagery. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
613. Wei Ping He, Hongyan Zhang, Liangpei Zhang (2016). Hyperspectral unmixing using total variation regularized reweighted sparse non-negative matrix factorization. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
614. Yancong Wei, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang (2016). A universal remote sensing image quality improvement method with deep learning. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
615. Zhiwei Li, Huanfeng Shen, Huifang Li, Liangpei Zhang (2016). Automatic cloud and cloud shadow detection in GF-1 WFV imagery using multiple features. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
616. Jiayi Li, Xin Huang, Liangpei Zhang (2016). Semi-supervised sparse relearning representation classification for high-resolution remote sensing imagery. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
617. Mingming Xu, Liangpei Zhang, Bo Du, Lefei Zhang, Yuxiang Zhang (2016). A quantum-behaved particle swarm optimization for hyperspectral endmember extraction. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
618. Ruyi Feng, Yanfei Zhong, Liangpei Zhang (2016). Complete dictionary online learning for sparse unmixing. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
619. Hang Chen, Hongyan Zhang, Liangpei Zhang (2016). Robust superresolution of multiangle-multispectral remote sensing images based on rank minimization. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
620. Jingwen Hu, Menghan Li, Gui-Song Xia, Liangpei Zhang (2016). Mining the spatial distribution of visual words for scene classification. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
621. Rui Zhao, Bo Du, Liangpei Zhang (2016). BRAD: Background regression based hyperspectral anomaly detection, a k-nn score estimation aspect. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
622. Ailong Ma, Yanfei Zhong, Hongzan Jiao, Liangpei Zhang (2016). Local spectral-spatial clustering for remote sensing imagery. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
623. Weiwei Sun, Man Jiang, Liangpei Zhang (2016). Pure endmember extraction using SSR for Hyperspectral imagery. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
624. Ji Jun Zhao, Yanfei Zhong, Rongrong Gao, Liangpei Zhang, Hong Shu (2016). Feature extraction framework in class space for hyperspectral image classification. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
625. Tongwen Li, Huanfeng Shen, Liangpei Zhang (2016). Mapping PM2.5 distribution in China by fusing station measurements and satellite observation. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
626. Siqi Wu, Bei Zhao, Yanfei Zhong, Liangpei Zhang (2016). Multi-object spatial relationship model for high spatial resolution scene classification. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
627. Qian Shi, Xin Huang, Jun Li, Liangpei Zhang (2016). Active learning approach for remote sensing imagery classification using spatial information. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
628. Qiqi Zhu, Yanfei Zhong, Liangpei Zhang (2016). SCENE CLASSFICATION BASED ON THE SEMANTIC-FEATURE FUSION FULLY SPARSE TOPIC MODEL FOR HIGH SPATIAL RESOLUTION REMOTE SENSING IMAGERY. ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences.DOI
629. Hongyan Zhang, Han Zhai, Wenzhi Liao, Liqin Cao, Liangpei Zhang, Aleksandra Pižurica (2016). HYPERSPECTRAL IMAGE KERNEL SPARSE SUBSPACE CLUSTERING WITH SPATIAL MAX POOLING OPERATION. ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences.DOI
630. Xiaobing Han, Yanfei Zhong, Liangpei Zhang (2016). SPATIAL-SPECTRAL CLASSIFICATION BASED ON THE UNSUPERVISED CONVOLUTIONAL SPARSE AUTO-ENCODER FOR HYPERSPECTRAL REMOTE SENSING IMAGERY. ISPRS annals of the photogrammetry, remote sensing and spatial information sciences.DOI
631. Xinxin Liu, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang, Qing Cheng (2016). A NOVEL REMOVAL METHOD FOR DENSE STRIPES IN REMOTE SENSING IMAGES. ISPRS annals of the photogrammetry, remote sensing and spatial information sciences.DOI
632. Tian-Zhu Xiang, Gui-Song Xia, Liangpei Zhang (2016). IMAGE STITCHING WITH PERSPECTIVE-PRESERVING WARPING. ISPRS annals of the photogrammetry, remote sensing and spatial information sciences.DOI
633. Yanfei Zhong, Xinyu Wang, Lin Zhao, Ruyi Feng, Liangpei Zhang, Yanyan Xu (2016). Blind spectral unmixing based on sparse component analysis for hyperspectral remote sensing imagery. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
634. Huifang Li, Liming Xu, Huanfeng Shen, Liangpei Zhang (2016). A general variational framework considering cast shadows for the topographic correction of remote sensing imagery. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
635. Bei Zhao, Yanfei Zhong, Liangpei Zhang (2016). A spectral–structural bag-of-features scene classifier for very high spatial resolution remote sensing imagery. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
636. Linwei Yue, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang (2015). Fusion of multi-scale DEMs using a regularized super-resolution method. International Journal Of Geographical Information Science, Vol. 290, No. 12.DOI
637. 马晓双，沈焕锋，杨杰，张良培（2015）. 极化SAR相干斑抑制的非局部加权最小均方误差滤波算法. 《中国图象图形学报》.
638. 帅滔，张洪艳，张良培（2015）. 面向对象的高分辨遥感影像阴影探测方法. 《光子学报》.
639. 管小彬，沈焕锋，甘文霞，张良培（2015）. 基于Landsat TM/ETM+影像的武汉市冬季NPP估算及其时空变化分析. 《遥感技术与应用》.
640. 夏桂松，薛楠，王子锋，张良培（2015）. 复张量场扩散方程及其在PolSAR图像去噪中的应用. 《武汉大学学报(信息科学版)》.
641. 岳林蔚，沈焕锋，袁强强，张良培，兰霞（2015）. 基于双边结构张量的局部自适应图像超分辨率重建. 《武汉大学学报(信息科学版)》.
642. 许明明，张良培，杜博，张乐飞（2015）. 基于类别可分性的高光谱图像波段选择. 《计算机科学》.
643. 陈能成，张良培（2015）. 空天地一体化对地观测传感网的概念与特征. 《测绘地理信息》.
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645. Liangpei Zhang, Gui-Song Xia, Tianfu Wu, Liang Lin, Xue‐Cheng Tai (2015). Deep Learning for Remote Sensing Image Understanding. Journal of Sensors.DOI
646. Huanfeng Shen, Liwen Huang, Liangpei Zhang, Penghai Wu, Chao Zeng (2015). Long-term and fine-scale satellite monitoring of the urban heat island effect by the fusion of multi-temporal and multi-sensor remote sensed data: A 26-year case study of the city of Wuhan in China. Remote Sensing of Environment.DOI
647. Bei Zhao, Yanfei Zhong, Gui-Song Xia, Liangpei Zhang (2015). Dirichlet-Derived Multiple Topic Scene Classification Model for High Spatial Resolution Remote Sensing Imagery. IEEE Transactions on Geoscience and Remote Sensing.DOI
648. Xia Lan, Zhiyong Zuo, Huanfeng Shen, Liangpei Zhang, Jing Hu (2015). Framelet-based sparse regularization for uneven intensity correction of remote sensing images in a retinex variational framework. Optik.DOI
649. Gui-Song Xia, Zifeng Wang, Caiming Xiong, Liangpei Zhang (2015). Accurate Annotation of Remote Sensing Images via Active Spectral Clustering with Little Expert Knowledge. Remote Sensing.DOI
650. Rui Zhao, Bo Du, Liangpei Zhang, Lefei Zhang (2015). Beyond Background Feature Extraction: An Anomaly Detection Algorithm Inspired by Slowly Varying Signal Analysis. IEEE Transactions on Geoscience and Remote Sensing.DOI
651. Fan Zhang, Bo Du, Liangpei Zhang (2015). Scene Classification via a Gradient Boosting Random Convolutional Network Framework. IEEE Transactions on Geoscience and Remote Sensing.DOI
652. Bo Du, Rui Zhao, Liangpei Zhang, Lefei Zhang (2015). A spectral-spatial based local summation anomaly detection method for hyperspectral images. Signal Processing.DOI
653. Chen Wu, Lefei Zhang, Liangpei Zhang (2015). A scene change detection framework for multi-temporal very high resolution remote sensing images. Signal Processing.DOI
654. Yuxiang Zhang, Bo Du, Liangpei Zhang, Shugen Wang (2015). A Low-Rank and Sparse Matrix Decomposition-Based Mahalanobis Distance Method for Hyperspectral Anomaly Detection. IEEE Transactions on Geoscience and Remote Sensing.DOI
655. Feng Yang, Gui-Song Xia, Gang Liu, Liangpei Zhang, Xin Huang (2015). Dynamic texture recognition by aggregating spatial and temporal features via ensemble SVMs. Neurocomputing.DOI
656. Huanfeng Shen, Xinghua Li, Qing Cheng, Chao Zeng, Gang Yang, Huifang Li, Liangpei Zhang (2015). Missing Information Reconstruction of Remote Sensing Data: A Technical Review. IEEE Geoscience and Remote Sensing Magazine.DOI
657. Mingming Xu, Liangpei Zhang, Liangpei Zhang, Bo Du, Lefei Zhang, Lefei Zhang (2015). An image-based endmember bundle extraction algorithm using reconstruction error for hyperspectral imagery. Neurocomputing.DOI
658. Dawei Wen, Xin Huang, Liangpei Zhang, Jón Atli Benediktsson (2015). A Novel Automatic Change Detection Method for Urban High-Resolution Remotely Sensed Imagery Based on Multiindex Scene Representation. IEEE Transactions on Geoscience and Remote Sensing.DOI
659. Qiqi Zhu, Yanfei Zhong, Bei Zhao, Gui-Song Xia, Liangpei Zhang (2015). The bag-of-visual-words scene classifier combining local and global features for high spatial resolution imagery. International Conference on Fuzzy Systems and Knowledge Discovery (FSKD).DOI
660. Xiaobing Han, Yanfei Zhong, Bei Zhao, Liangpei Zhang (2015). Unsupervised hierarchical convolutional sparse auto-encoder for high spatial resolution imagery scene classification. International Conference on Natural Computation (ICNC).DOI
661. Wei Ping He, Hongyan Zhang, Liangpei Zhang, Huanfeng Shen (2015). Total-Variation-Regularized Low-Rank Matrix Factorization for Hyperspectral Image Restoration. IEEE Transactions on Geoscience and Remote Sensing.DOI
662. Yanfei Zhong, Ming Hai Cui, Qiqi Zhu, Liangpei Zhang (2015). Scene classification based on multifeature probabilistic latent semantic analysis for high spatial resolution remote sensing images. Journal of Applied Remote Sensing.DOI
663. Huanfeng Shen, Peng Li, Linwei Yue, Qiangqiang Yuan, Liangpei Zhang (2015). Adaptive Norm Selection for Regularized Image Restoration and Super-Resolution. IEEE Transactions on Cybernetics.DOI
664. Bo Wu, Bo Huang, Liangpei Zhang (2015). An Error-Bound-Regularized Sparse Coding for Spatiotemporal Reflectance Fusion. IEEE Transactions on Geoscience and Remote Sensing.DOI
665. Liangpei Zhang, Qian Du, Mihai P. Datcu (2015). Special Section Guest Editorial: Management and Analytics of Remotely Sensed Big Data. Journal of Applied Remote Sensing.DOI
666. Pengyuan Lv, Yanfei Zhong, Ji Jun Zhao, Liangpei Zhang (2015). Unsupervised change detection based on conditional random fields and texture feature for high resolution remote sensing imagery. IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP).DOI
667. Rongrong Gao, Yanfei Zhong, Bei Zhao, Liangpei Zhang (2015). Normalized cut segmentation with edge constraint for high resolution remote sensing imagery. IEEE International Conference on Cybernetics and Intelligent Systems and IEEE Conference on Robotics, Automation and Mechatronics (CIS-RAM).DOI
668. Yanfei Zhong, Qiqi Zhu, Liangpei Zhang (2015). Scene Classification Based on the Multifeature Fusion Probabilistic Topic Model for High Spatial Resolution Remote Sensing Imagery. IEEE Transactions on Geoscience and Remote Sensing.DOI
669. Gang Yang, Huanfeng Shen, Liangpei Zhang, Zongyi He, Xinghua Li (2015). A Moving Weighted Harmonic Analysis Method for Reconstructing High-Quality SPOT VEGETATION NDVI Time-Series Data. IEEE Transactions on Geoscience and Remote Sensing.DOI
670. Jiayi Li, Hongyan Zhang, Liangpei Zhang, Li Ma (2015). Hyperspectral Anomaly Detection by the Use of Background Joint Sparse Representation. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
671. Xiangchao Meng, Huanfeng Shen, Huifang Li, Qiangqiang Yuan, Hongyan Zhang, Liangpei Zhang (2015). Improving the spatial resolution of hyperspectral image using panchromatic and multispectral images: An integrated method. Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.DOI
672. Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li, Xiong Xu (2015). Spectral-spatial clustering of hyperspectral remote sensing image with sparse subspace clustering model. Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.DOI
673. Weiwei Sun, Liangpei Zhang, Bo Du (2015). A sparse self-representation method for band selection in hyperspectral imagery classification. Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.DOI
674. Ke Wu, Yue Ma, Liangpei Zhang (2015). Sub-pixel land-cover change detection based on pixel unmixing and EM algorithm. Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.DOI
675. Yanfei Zhong, Yunyun Wu, Ruyi Feng, Xiong Xu, Liangpei Zhang (2015). Non-local sub-pixel mapping for hyperspectral imagery. Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.DOI
676. Qian Shi, Bo Du, Liangpei Zhang (2015). Domain Adaptation for Remote Sensing Image Classification: A Low-Rank Reconstruction and Instance Weighting Label Propagation Inspired Algorithm. IEEE Transactions on Geoscience and Remote Sensing.DOI
677. Hongyan Zhang, Liangpei Zhang, Huanfeng Shen (2015). A Blind Super-Resolution Reconstruction Method Considering Image Registration Errors. International Journal of Fuzzy Systems.DOI
678. Fan Hu, Gui-Song Xia, Zifeng Wang, Xin Huang, Liangpei Zhang, Hong Sun (2015). Unsupervised Feature Learning Via Spectral Clustering of Multidimensional Patches for Remotely Sensed Scene Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
679. Xin Huang, Mathieu Fauvel, Mauro Dalla Mura, Liangpei Zhang (2015). Foreword to the Special Issue on Information Extraction From High-Spatial-Resolution Optical Remotely Sensed Imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
680. Jun Li, Hongyan Zhang, Liangpei Zhang (2015). Efficient Superpixel-Level Multitask Joint Sparse Representation for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing.DOI
681. Xin Huang, Cong Xie, Xing Fang, Liangpei Zhang (2015). Combining Pixel- and Object-Based Machine Learning for Identification of Water-Body Types From Urban High-Resolution Remote-Sensing Imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
682. Weiwei Sun, Liangpei Zhang, Bo Du, Weiyue Li, Yenming Mark Lai (2015). Band Selection Using Improved Sparse Subspace Clustering for Hyperspectral Imagery Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
683. Yanni Dong, Bo Du, Liangpei Zhang (2015). Target Detection Based on Random Forest Metric Learning. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
684. Ji Jun Zhao, Yanfei Zhong, Yunyun Wu, Liangpei Zhang, Hong Shu (2015). Sub-Pixel Mapping Based on Conditional Random Fields for Hyperspectral Remote Sensing Imagery. IEEE Journal of Selected Topics in Signal Processing.DOI
685. Wei Ping He, Hongyan Zhang, Liangpei Zhang, Huanfeng Shen (2015). Hyperspectral Image Denoising via Noise-Adjusted Iterative Low-Rank Matrix Approximation. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
686. Jiayi Li, Hongyan Zhang, Liangpei Zhang (2015). A Nonlinear Multiple Feature Learning Classifier for Hyperspectral Images With Limited Training Samples. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
687. Ailong Ma, Yanfei Zhong, Liangpei Zhang (2015). Adaptive Multiobjective Memetic Fuzzy Clustering Algorithm for Remote Sensing Imagery. IEEE Transactions on Geoscience and Remote Sensing.DOI
688. Qian Shi, Bo Du, Liangpei Zhang (2015). Spatial Coherence-Based Batch-Mode Active Learning for Remote Sensing Image Classification. IEEE Transactions on Image Processing.DOI
689. Xin Huang, Hui Liu, Liangpei Zhang (2015). Spatiotemporal Detection and Analysis of Urban Villages in Mega City Regions of China Using High-Resolution Remotely Sensed Imagery. IEEE Transactions on Geoscience and Remote Sensing.DOI
690. Ji Jun Zhao, Yanfei Zhong, Liangpei Zhang (2015). Detail-Preserving Smoothing Classifier Based on Conditional Random Fields for High Spatial Resolution Remote Sensing Imagery. IEEE Transactions on Geoscience and Remote Sensing.DOI
691. Lefei Zhang, Qian Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Bo Du (2015). Ensemble manifold regularized sparse low-rank approximation for multiview feature embedding. Pattern Recognition.DOI
692. Mingming Xu, Liangpei Zhang, Bo Du (2015). An Image-Based Endmember Bundle Extraction Algorithm Using Both Spatial and Spectral Information. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
693. Xiaobing Han, Yanfei Zhong, Lifang He, Philip S. Yu, Liangpei Zhang (2015). The Unsupervised Hierarchical Convolutional Sparse Auto-Encoder for Neuroimaging Data Classification. Lecture notes in computer science.DOI
694. Zengmao Wang, Bo Du, Lefei Zhang, Wenbin Hu, Dacheng Tao, Liangpei Zhang (2015). Batch Mode Active Learning for Geographical Image Classification. Lecture notes in computer science.DOI
695. Bo Du, Zengmao Wang, Lefei Zhang, Liangpei Zhang, Wei Liu, Jialie Shen, Dacheng Tao (2015). Exploring Representativeness and Informativeness for Active Learning. IEEE Transactions on Cybernetics.DOI
696. Xinghua Li, Nian Hui, Huanfeng Shen, Yunjie Fu, Liangpei Zhang (2015). A robust mosaicking procedure for high spatial resolution remote sensing images. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
697. Yanni Dong, Liangpei Zhang, Lefei Zhang, Bo Du (2015). Maximum margin metric learning based target detection for hyperspectral images. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
698. Jingwen Hu, Gui-Song Xia, Fan Hu, Hong Sun, Liangpei Zhang (2015). A comparative study of sampling analysis in scene classification of high-resolution remote sensing imagery. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
699. Xiangchao Meng, Huanfeng Shen, Liangpei Zhang, Qiangqiang Yuan, Huifang Li (2015). A unified framework for spatio-temporal-spectral fusion of remote sensing images. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
700. Jingwen Hu, Tianbi Jiang, Xinyi Tong, Gui-Song Xia, Liangpei Zhang (2015). A benchmark for scene classification of high spatial resolution remote sensing imagery. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
701. Huali Li, Shutao Li, Liangpei Zhang (2015). Adaptive endmember extraction based sparse nonnegative matrix factorization with spatial local information. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
702. Linwei Yue, Yu Wei, Huanfeng Shen, Liangpei Zhang, Yuanqing He (2015). Accuracy assessment of SRTM V4.1 and ASTER GDEM V2 in high-altitude mountainous areas: A case study in Yulong Snow Mountain, China. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
703. Fan Hu, Zifeng Wang, Gui-Song Xia, Bin Luo, Liangpei Zhang (2015). Fast binary coding for satellite image scene classification. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
704. Ailong Ma, Yanfei Zhong, Bei Zhao, Hongzan Jiao, Liangpei Zhang (2015). Spectral-spatial DNA encoding discriminative classifier for hyperspectral remote sensing imagery. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
705. Jiayi Li, Hongyan Zhang, Liangpei Zhang (2015). Efficient superpixel-oriented multi-task joint sparse representation classification for hyperspectral imagery. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
706. Bowen Xu, Nan Xue, Gui-Song Xia, Liangpei Zhang (2015). Finding edges of buildings via a junction process in high-resolution remotely sensed images. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
707. Yanni Dong, Bo Du, Lefei Zhang, Liangpei Zhang (2015). Local decision maximum margin metric learning for hyperspectral target detection. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
708. Tingting Zhu, Fei Li, Yu Zhang, Shengkai Zhang, Weifeng Hao, Liangpei Zhang (2015). Snow depth retrieval based on a novel sea ice concentration algorithm from AMSR-E datasets. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
709. Yuxiang Zhang, Bo Du, Liangpei Zhang (2015). SISTOR: A statistics-inspired sparsity target detector for hyperspectral images. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
710. Ji Jun Zhao, Yanfei Zhong, Hong Shu, Liangpei Zhang (2015). Spectral-spatial conditional random field classifier with location cues for high spatial resolution imagery. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
711. Xinghua Li, Huanfeng Shen, Liangpei Zhang, Huifang Li (2015). Sparse-based reconstruction of missing information in remote sensing images from spectral/temporal complementary information. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
712. Liwen Huang, Huanfeng Shen, Penghai Wu, Liangpei Zhang, Chao Zeng (2015). Relationships analysis of land surface temperature with vegetation indicators and impervious surface fraction by fusing multi-temporal and multi-sensor remotely sensed data. Joint Urban Remote Sensing Event (JURSE).DOI
713. 李德仁，张良培，夏桂松（2014）. 遥感大数据自动分析与数据挖掘. 《测绘学报》.
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725. Jun Li, Xin Huang, Paolo E. Gamba, José M. Bioucas‐Dias, Liangpei Zhang, Jón Atli Benediktsson, Antonio Plaza (2014). Multiple Feature Learning for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing.DOI
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728. Xin Huang, Xiaobo Liu, Liangpei Zhang (2014). A Multichannel Gray Level Co-Occurrence Matrix for Multi/Hyperspectral Image Texture Representation. Remote Sensing.DOI
729. Rong Liu, Bo Du, Liangpei Zhang (2014). Endmember number estimation for hyperspectral imagery based on vertex component analysis. Journal of Applied Remote Sensing.DOI
730. Xin Huang, Xuehua Guan, Jón Atli Benediktsson, Liangpei Zhang, Jun Li, Antonio Plaza, Mauro Dalla Mura (2014). Multiple Morphological Profiles From Multicomponent-Base Images for Hyperspectral Image Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
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735. Xin Huang, Tingting Zhu, Liangpei Zhang, Yuqi Tang (2014). A novel building change index for automatic building change detection from high-resolution remote sensing imagery. Remote Sensing Letters.DOI
736. Gang Liu, Gui-Song Xia, Wen Tao Yang, Liangpei Zhang (2014). Texture Analysis with Shape Co-occurrence Patterns. Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition.DOI
737. Xiaoshuang Ma, Huanfeng Shen, Liangpei Zhang, Jie Yang, Hongyan Zhang (2014). Adaptive Anisotropic Diffusion Method for Polarimetric SAR Speckle Filtering. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
738. Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Bo Du (2014). Compression of hyperspectral remote sensing images by tensor approach. Neurocomputing.DOI
739. Fan Hu, Gui-Song Xia, Zifeng Wang, Liangpei Zhang, Hong Sun (2014). Unsupervised feature coding on local patch manifold for satellite image scene classification.DOI
740. Jun Li, Hongyan Zhang, Liangpei Zhang (2014). Background joint sparse representation for hyperspectral image subpixel anomaly detection.DOI
741. Qiangqiang Yuan, Li Yan, Jiancheng Li, Liangpei Zhang (2014). Remote sensing image super-resolution via regional spatially adaptive total variation model.DOI
742. Qiqi Zhu, Yanfei Zhong, Liangpei Zhang (2014). Multi-feature probability topic scene classifier for high spatial resolution remote sensing imagery.DOI
743. Wei Ping He, Hongyan Zhang, Liangpei Zhang, Huanfeng Shen (2014). A noise-adjusted iterative randomized singular value decomposition method for hyperspectral image denoising.DOI
744. Zifeng Wang, Gui-Song Xia, Caiming Xiong, Liangpei Zhang (2014). Spectral active clustering of remote sensing images.DOI
745. Xiaoshuang Ma, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang (2014). Spatially adaptive nonlocal total variation for PolSAR despeckling.DOI
746. Mao Ailong, Yanfei Zhong, Liangpei Zhang (2014). Remote sensing imagery clustering using an adaptive bi-objective memetic method. IEEE Congress on Evolutionary Computation (CEC).DOI
747. Xinghua Li, Huanfeng Shen, Huifang Li, Liangpei Zhang (2014). Analysis model based recovery of remote sensing data.DOI
748. Nan Xue, Gui-Song Xia, Liangpei Zhang (2014). Anisotropic diffusion on complex tensor fields for PolSAR image filtering.DOI
749. Ruyi Feng, Yanfei Zhong, Liangpei Zhang (2014). Non-local euclidean medians sparse unmixing for hyperspectral remote sensing imagery.DOI
750. Jun Liu, Bin Luo, Liangpei Zhang (2014). A content based MAP retrieval system for land cover data.DOI
751. Nan Wang, Bo Du, Liangpei Zhang, Lifu Zhang (2014). An Abundance Characteristic-Based Independent Component Analysis for Hyperspectral Unmixing. IEEE Transactions on Geoscience and Remote Sensing.DOI
752. Qikai Lu, Xin Huang, Liangpei Zhang (2014). A Novel Clustering-Based Feature Representation for the Classification of Hyperspectral Imagery. Remote Sensing.DOI
753. Xian Guo, Xin Huang, Liangpei Zhang (2014). Three-Dimensional Wavelet Texture Feature Extraction and Classification for Multi/Hyperspectral Imagery. IEEE Geoscience and Remote Sensing Letters.DOI
754. Chen Wu, Bo Du, Liangpei Zhang (2014). Slow feature analysis for hyperspectral change detection. Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.DOI
755. Ruyi Feng, Yanfei Zhong, Liangpei Zhang (2014). An improved weight-calculation non-local sparse unmixing for hyperspectral imagery. Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.DOI
756. Xian Guo, Xin Huang, Liangpei Zhang, Lefei Zhang (2014). Support tensor machine with local pixel neighborhood for hyperspectral image classification. Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.DOI
757. Ting Wang, Bo Du, Liangpei Zhang (2014). An Automatic Robust Iteratively Reweighted Unstructured Detector for Hyperspectral Imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
758. Linwei Yue, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang (2014). A locally adaptive L1−L2 norm for multi-frame super-resolution of images with mixed noise and outliers. Signal Processing.DOI
759. Xinghua Li, Huanfeng Shen, Liangpei Zhang, Hongyan Zhang, Qiangqiang Yuan, Gang Yang (2014). Recovering Quantitative Remote Sensing Products Contaminated by Thick Clouds and Shadows Using Multitemporal Dictionary Learning. IEEE Transactions on Geoscience and Remote Sensing.DOI
760. Rui Zhao, Bo Du, Liangpei Zhang (2014). A Robust Nonlinear Hyperspectral Anomaly Detection Approach. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
761. Min Yi Guo, Hongyan Zhang, Jun Li, Liangpei Zhang, Huanfeng Shen (2014). An Online Coupled Dictionary Learning Approach for Remote Sensing Image Fusion. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
762. Ting Hu, Hongyan Zhang, Huanfeng Shen, Liangpei Zhang (2014). Robust Registration by Rank Minimization for Multiangle Hyper/Multispectral Remotely Sensed Imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
763. Lingli Zhao, Jie Yang, Pingxiang Li, Liangpei Zhang (2014). Characteristics Analysis and Classification of Crop Harvest Patterns by Exploiting High-Frequency MultiPolarization SAR Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
764. Gan Wenxia, Shen Huanfeng, Liangpei Zhang, Gong Wei (2014). Normalization of NDVI from Different Sensor System using MODIS Products as Reference. IOP Conference Series Earth and Environmental Science.DOI
765. Xin Huang, Qikai Lu, Liangpei Zhang, Antonio Plaza (2014). New Postprocessing Methods for Remote Sensing Image Classification: A Systematic Study. IEEE Transactions on Geoscience and Remote Sensing.DOI
766. Yanfei Zhong, Ji Jun Zhao, Liangpei Zhang (2014). A Hybrid Object-Oriented Conditional Random Field Classification Framework for High Spatial Resolution Remote Sensing Imagery. IEEE Transactions on Geoscience and Remote Sensing.DOI
767. Ruiqing Niu, Bo Du, Yi Wang, Liangpei Zhang, Tao Chen (2014). Impact of fractional vegetation cover change on soil erosion in Miyun reservoir basin, China. Environmental Earth Sciences.DOI
768. Bo Du, Liangpei Zhang (2014). A Discriminative Metric Learning Based Anomaly Detection Method. IEEE Transactions on Geoscience and Remote Sensing.DOI
769. Yanfei Zhong, Ailong Ma, Liangpei Zhang (2014). An Adaptive Memetic Fuzzy Clustering Algorithm With Spatial Information for Remote Sensing Imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
770. Liangpei Zhang, Chen Wu, Bo Du (2014). Automatic Radiometric Normalization for Multitemporal Remote Sensing Imagery With Iterative Slow Feature Analysis. IEEE Transactions on Geoscience and Remote Sensing.DOI
771. Xiong Xu, Yanfei Zhong, Liangpei Zhang (2014). A sub-pixel mapping method based on an attraction model for multiple shifted remotely sensed images. Neurocomputing.DOI
772. Jun Li, Hongyan Zhang, Liangpei Zhang, Xin Huang, Lefei Zhang (2014). Joint Collaborative Representation With Multitask Learning for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing.DOI
773. Yanfei Zhong, Xuemei Lin, Liangpei Zhang (2014). A Support Vector Conditional Random Fields Classifier With a Mahalanobis Distance Boundary Constraint for High Spatial Resolution Remote Sensing Imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
774. Xia Lan, Huanfeng Shen, Liangpei Zhang, Qiangqiang Yuan (2014). A spatially adaptive retinex variational model for the uneven intensity correction of remote sensing images. Signal Processing.DOI
775. Jiayi Li, Hongyan Zhang, Liangpei Zhang (2014). Supervised Segmentation of Very High Resolution Images by the Use of Extended Morphological Attribute Profiles and a Sparse Transform. IEEE Geoscience and Remote Sensing Letters.DOI
776. Hongyan Zhang, Zeyu Yang, Liangpei Zhang, Huanfeng Shen (2014). Super-Resolution Reconstruction for Multi-Angle Remote Sensing Images Considering Resolution Differences. Remote Sensing.DOI
777. Jie Li, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang (2014). Hyperspectral image recovery employing a multidimensional nonlocal total variation model. Signal Processing.DOI
778. Ruyi Feng, Yanfei Zhong, Liangpei Zhang (2014). An Improved Nonlocal Sparse Unmixing Algorithm for Hyperspectral Imagery. IEEE Geoscience and Remote Sensing Letters.DOI
779. Yuxiang Zhang, Liangpei Zhang, Bo Du, Shugen Wang (2014). A Nonlinear Sparse Representation-Based Binary Hypothesis Model for Hyperspectral Target Detection. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
780. Chen Wu, Liangpei Zhang, Bo Du (2014). Hyperspectral anomaly change detection with slow feature analysis. Neurocomputing.DOI
781. Wenxia Gan, Huanfeng Shen, Liangpei Zhang, Wei Yu Gong (2014). Normalization of medium-resolution NDVI by the use of coarser reference data: method and evaluation. International Journal of Remote Sensing.DOI
782. Penghai Wu, Huanfeng Shen, Liangpei Zhang, Frank-M. Göttsche (2014). Integrated fusion of multi-scale polar-orbiting and geostationary satellite observations for the mapping of high spatial and temporal resolution land surface temperature. Remote Sensing of Environment.DOI
783. Xiong Xu, Xiaohua Tong, Liangpei Zhang, Hongzan Jiao, Huan Xie (2014). Unsupervised classification strategy utilizing an endmember extraction technique for airborne hyperspectral remotely sensed imagery. Journal of Applied Remote Sensing.DOI
784. Ruyi Feng, Yanfei Zhong, Liangpei Zhang (2014). Adaptive non-local Euclidean medians sparse unmixing for hyperspectral imagery. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
785. Huanfeng Shen, Huifang Li, Yan Qian, Liangpei Zhang, Qiangqiang Yuan (2014). An effective thin cloud removal procedure for visible remote sensing images. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
786. Yanfei Zhong, Yunyun Wu, Liangpei Zhang, Xiong Xu (2014). Adaptive MAP sub-pixel mapping model based on regularization curve for multiple shifted hyperspectral imagery. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
787. Lingli Zhao, Jie Yang, Pingxiang Li, Liangpei Zhang (2014). Seasonal inundation monitoring and vegetation pattern mapping of the Erguna floodplain by means of a RADARSAT-2 fully polarimetric time series. Remote Sensing of Environment.DOI
788. Jiayi Li, Hongyan Zhang, Liangpei Zhang (2014). Column-generation kernel nonlocal joint collaborative representation for hyperspectral image classification. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
789. Qing Cheng, Huanfeng Shen, Liangpei Zhang, Qiangqiang Yuan, Chao Zeng (2014). Cloud removal for remotely sensed images by similar pixel replacement guided with a spatio-temporal MRF model. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
790. Liangpei Zhang, Bin Luo (2014). Recent developments in remote-sensing technologies for disaster management in China. URSI Radio Science Bulletin.DOI
791. Xin Huang, Qikai Lu, Liangpei Zhang (2014). A multi-index learning approach for classification of high-resolution remotely sensed images over urban areas. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
792. 赵贝，钟燕飞，张良培（2013）. 高空间分辨率遥感影像的多智能体分割方法研究. 《测绘学报》.
793. 陈勇，杜博，张乐飞，张良培（2013）. 一种融合光谱匹配和张量分析的高分辨率遥感影像目标探测器. 《武汉大学学报(信息科学版)》.
794. 郭贤，黄昕，张乐飞，张良培（2013）. 采用张量子空间的高光谱影像多维滤波算法. 《测绘学报》.
795. 张帅，钟燕飞，张良培（2013）. 自适应差分进化的遥感影像自动模糊聚类方法. 《测绘学报》.
796. 王挺，杜博，张良培（2013）. 顾及局域信息的核化正交子空间投影目标探测方法. 《武汉大学学报(信息科学版)》.
797. 赵锐，杜博，张良培（2013）. 一种基于核特征空间的鲁棒性高光谱异常探测方法. 《光子学报》.
798. 王楠，杜博，张良培，胡文斌（2013）. 基于约束独立成分分析的高光谱图像指纹提取. 《华中科技大学学报(自然科学版)》.
799. 杜博，张乐飞，张良培，胡文斌（2013）. 高光谱图像降维的判别流形学习方法. 《光子学报》.
800. Bei Zhao, Yanfei Zhong, Liangpei Zhang (2013). Scene classification via latent Dirichlet allocation using a hybrid generative/discriminative strategy for high spatial resolution remote sensing imagery. Remote Sensing Letters.DOI
801. Huanfeng Shen, Wan Jiang, Hongyan Zhang, Liangpei Zhang (2013). A piece-wise approach to removing the nonlinear and irregular stripes in MODIS data. International Journal of Remote Sensing.DOI
802. Hongyan Zhang, Wei Ping He, Liangpei Zhang, Huanfeng Shen, Qiangqiang Yuan (2013). Hyperspectral Image Restoration Using Low-Rank Matrix Recovery. IEEE Transactions on Geoscience and Remote Sensing.DOI
803. Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Bo Du (2013). Hyperspectral Remote Sensing Image Subpixel Target Detection Based on Supervised Metric Learning. IEEE Transactions on Geoscience and Remote Sensing.DOI
804. Yanfei Zhong, Lin Zhao, Liangpei Zhang (2013). An Adaptive Differential Evolution Endmember Extraction Algorithm for Hyperspectral Remote Sensing Imagery. IEEE Geoscience and Remote Sensing Letters.DOI
805. Hongzan Jiao, Yanfei Zhong, Liangpei Zhang (2013). An Unsupervised Spectral Matching Classifier Based on Artificial DNA Computing for Hyperspectral Remote Sensing Imagery. IEEE Transactions on Geoscience and Remote Sensing.DOI
806. Lingli Zhao, Jie Yang, Pingxiang Li, Liangpei Zhang, Lei Shi, Fengkai Lang (2013). Damage assessment in urban areas using post-earthquake airborne PolSAR imagery. International Journal of Remote Sensing.DOI
807. Huifang Li, Liangpei Zhang, Huanfeng Shen (2013). A Principal Component Based Haze Masking Method for Visible Images. IEEE Geoscience and Remote Sensing Letters.DOI
808. Cheng Jiang, Hongyan Zhang, Huanfeng Shen, Liangpei Zhang (2013). Two-Step Sparse Coding for the Pan-Sharpening of Remote Sensing Images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
809. Nengcheng Chen, Fangling Pu, Chuli Hu, Xiang Zhang, Wenying Du, Liangpei Zhang (2013). Scientific Issues and Progress of the Chinese Integrated Earth Observation Sensor Web Project. Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics.DOI
810. Yanfei Zhong, Ruyi Feng, Liangpei Zhang (2013). Non-Local Sparse Unmixing for Hyperspectral Remote Sensing Imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
811. Xinghua Li, Huanfeng Shen, Liangpei Zhang, Hongyan Zhang, Qiangqiang Yuan (2013). Dead Pixel Completion of Aqua MODIS Band 6 Using a Robust M-Estimator Multiregression. IEEE Geoscience and Remote Sensing Letters.DOI
812. Xin Huang, Dawei Wen, Junfeng Xie, Liangpei Zhang (2013). Quality Assessment of Panchromatic and Multispectral Image Fusion for the ZY-3 Satellite: From an Information Extraction Perspective. IEEE Geoscience and Remote Sensing Letters.DOI
813. Mingming Xu, Bo Du, Liangpei Zhang (2013). Spatial-Spectral Information Based Abundance-Constrained Endmember Extraction Methods. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
814. Jiayi Li, Hongyan Zhang, Yuancheng Huang, Liangpei Zhang (2013). Hyperspectral Image Classification by Nonlocal Joint Collaborative Representation With a Locally Adaptive Dictionary. IEEE Transactions on Geoscience and Remote Sensing.DOI
815. Bo Du, Liangpei Zhang (2013). Target detection based on a dynamic subspace. Pattern Recognition.DOI
816. Ting Wang, Bo Du, Liangpei Zhang (2013). A Background Self-Learning Framework for Unstructured Target Detectors. IEEE Geoscience and Remote Sensing Letters.DOI
817. Qiangqiang Yuan, Liangpei Zhang, Huanfeng Shen (2013). Hyperspectral Image Denoising With a Spatial–Spectral View Fusion Strategy. IEEE Transactions on Geoscience and Remote Sensing.DOI
818. Chen Wu, Bo Du, Liangpei Zhang (2013). Slow Feature Analysis for Change Detection in Multispectral Imagery. IEEE Transactions on Geoscience and Remote Sensing.DOI
819. Xia Lan, Huanfeng Shen, Liangpei Zhang (2013). An Adaptive Non-local Means Filter Based on Region Homogeneity. International Conference on Image and Graphics.DOI
820. Chen Wu, Bo Du, Liangpei Zhang (2013). An Automatic Relative Radiometric Correction Method Based on Slow Feature Analysis. International Conference on Image and Graphics.DOI
821. Yuxiang Zhang, Bo Du, Liangpei Zhang (2013). Regularization Framework for Target Detection in Hyperspectral Imagery. IEEE Geoscience and Remote Sensing Letters.DOI
822. Bo Wu, Liangpei Zhang, Yindi Zhao (2013). Feature Selection via Cramer's V-Test Discretization for Remote-Sensing Image Classification. IEEE Transactions on Geoscience and Remote Sensing.DOI
823. Xiaoshuang Ma, Huanfeng Shen, Jie Yang, Liangpei Zhang, Pingxiang Li (2013). Polarimetric-Spatial Classification of SAR Images Based on the Fusion of Multiple Classifiers. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
824. Hongyan Zhang, Jiayi Li, Yuancheng Huang, Liangpei Zhang (2013). A Nonlocal Weighted Joint Sparse Representation Classification Method for Hyperspectral Imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
825. Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Gui-Song Xia (2013). Nonnegative discriminative manifold learning for hyperspectral data dimension reduction. Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.DOI
826. Yuxiang Zhang, Bo Du, Liangpei Zhang (2013). A spatial filter based framework for target detection in hyperspectral imagery. Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.DOI
827. Jie Li, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang, Wei Yu Gong (2013). Hypspectral image denoising via multidimensional nonlocal model. Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.DOI
828. Xiong Xu, Yanfei Zhong, Liangpei Zhang, Hongyan Zhang, Ruyi Feng (2013). A unified sub-pixel mapping model integrating spectral unmixing for hyperspectral imagery. Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.DOI
829. Mingming Xu, Liangpei Zhang, Bo Du (2013). Endmember extraction analysis considering endmember variability. Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.DOI
830. Bin Luo, Liangpei Zhang (2013). Robust Autodual Morphological Profiles for the Classification of High-Resolution Satellite Images. IEEE Transactions on Geoscience and Remote Sensing.DOI
831. Ziheng Sun, Peng Yue, Lei Hu, Jianya Gong, Liangpei Zhang, Xianchang Lu (2013). GeoPWProv: Interleaving Map and Faceted Metadata for Provenance Visualization and Navigation. IEEE Transactions on Geoscience and Remote Sensing.DOI
832. Xin Huang, Liangpei Zhang, Tingting Zhu (2013). Building Change Detection From Multitemporal High-Resolution Remotely Sensed Images Based on a Morphological Building Index. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
833. Bin Luo, Shujing Jiang, Liangpei Zhang (2013). Indexing of Remote Sensing Images With Different Resolutions by Multiple Features. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
834. Xia Lan, Liangpei Zhang, Huanfeng Shen, Qiangqiang Yuan, Huifang Li (2013). Single image haze removal considering sensor blur and noise. EURASIP Journal on Advances in Signal Processing.DOI
835. Yanfei Zhong, Liangpei Zhang (2013). Sub-pixel mapping based on artificial immune systems for remote sensing imagery. Pattern Recognition.DOI
836. Yanfei Zhong, Bei Zhao, Liangpei Zhang (2013). Multiagent Object-Based Classifier for High Spatial Resolution Imagery. IEEE Transactions on Geoscience and Remote Sensing.DOI
837. Ting Wang, Bo Du, Liangpei Zhang (2013). A Kernel-Based Target-Constrained Interference-Minimized Filter for Hyperspectral Sub-Pixel Target Detection. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
838. Qian Du, Liangpei Zhang, Bing Zhang, Xiaohua Tong, Peijun Du, Jocelyn Chanussot (2013). Foreword to the special issue on hyperspectral remote sensing: Theory, methods, and applications. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
839. Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang (2013). Sparse Transfer Manifold Embedding for Hyperspectral Target Detection. IEEE Transactions on Geoscience and Remote Sensing.DOI
840. Bo Du, Liangpei Zhang, Dacheng Tao, Dengyi Zhang (2013). Unsupervised transfer learning for target detection from hyperspectral images. Neurocomputing.DOI
841. Huanfeng Shen, Xinghua Li, Liangpei Zhang, Dacheng Tao, Chao Zeng (2013). Compressed Sensing-Based Inpainting of Aqua Moderate Resolution Imaging Spectroradiometer Band 6 Using Adaptive Spectrum-Weighted Sparse Bayesian Dictionary Learning. IEEE Transactions on Geoscience and Remote Sensing.DOI
842. Xiong Xu, Yanfei Zhong, Liangpei Zhang (2013). Adaptive Subpixel Mapping Based on a Multiagent System for Remote-Sensing Imagery. IEEE Transactions on Geoscience and Remote Sensing.DOI
843. Qiangqiang Yuan, Liangpei Zhang, Huanfeng Shen (2013). Regional Spatially Adaptive Total Variation Super-Resolution With Spatial Information Filtering and Clustering. IEEE Transactions on Image Processing.DOI
844. Nan Wang, Bo Du, Liangpei Zhang (2013). An Endmember Dissimilarity Constrained Non-Negative Matrix Factorization Method for Hyperspectral Unmixing. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
845. Chen Wu, Bo Du, Liangpei Zhang (2013). A Subspace-Based Change Detection Method for Hyperspectral Images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
846. Huifang Li, Liangpei Zhang, Huanfeng Shen (2013). An Adaptive Nonlocal Regularized Shadow Removal Method for Aerial Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing.DOI
847. Yanfei Zhong, Shuai Zhang, Liangpei Zhang (2013). Automatic Fuzzy Clustering Based on Adaptive Multi-Objective Differential Evolution for Remote Sensing Imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
848. Qian Shi, Liangpei Zhang, Bo Du (2013). Semisupervised Discriminative Locally Enhanced Alignment for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing.DOI
849. Qing Cheng, Huanfeng Shen, Liangpei Zhang, Pingxiang Li (2013). Inpainting for Remotely Sensed Images With a Multichannel Nonlocal Total Variation Model. IEEE Transactions on Geoscience and Remote Sensing.DOI
850. Chao Zeng, Huanfeng Shen, Liangpei Zhang (2013). Recovering missing pixels for Landsat ETM+ SLC-off imagery using multi-temporal regression analysis and a regularization method. Remote Sensing of Environment.DOI
851. Yuqi Tang, Xin Huang, Liangpei Zhang (2013). Fault-Tolerant Building Change Detection From Urban High-Resolution Remote Sensing Imagery. IEEE Geoscience and Remote Sensing Letters.DOI
852. Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Bo Du (2013). Nonnegative Discriminative Manifold Learning for Hyperspectral Data Dimension Reduction. Lecture notes in computer science.DOI
853. Ailong Ma, Yanfei Zhong, Liangpei Zhang (2013). Adaptive Differential Evolution Fuzzy Clustering Algorithm with Spatial Information and Kernel Metric for Remote Sensing Imagery. Lecture notes in computer science.DOI
854. Liangpei Zhang (2013). An Automatic Fuzzy Clustering Algorithm Based on Self-adaptive Differential Evolution for Remote Sensing Image. Acta Geodaetica et Cartographica Sinica.
855. Liangpei Zhang (2013). High Spatial Resolution Remote Sensing Image Segmentation Based on Multi-agent Theory. Acta Geodaetica et Cartographica Sinica.
856. Liangpei Zhang (2013). Tensor Subspace Based Multiway Filtering Algorithm for Hyperspectral Images. Acta Geodaetica et Cartographica Sinica.
857. Liangpei Zhang (2013). A Local Information-based Kernelized OSP Method for Target Detection. Wuhan Daxue xuebao. Xinxi kexue ban.
858. Lei Shi, Lefei Zhang, Lefei Zhang, Lingli Zhao, Jie Yang, Pingxiang Li, Liangpei Zhang, Liangpei Zhang (2013). The potential of linear discriminative Laplacian eigenmaps dimensionality reduction in polarimetric SAR classification for agricultural areas. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
859. Xian Guo, Xin Huang, Liangpei Zhang, Lefei Zhang (2013). Hyperspectral image noise reduction based on rank-1 tensor decomposition. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
860. Gang Liu, Gui-Song Xia, Xin Huang, Wen Tao Yang, Liangpei Zhang (2013). A perception-inspired building index for automatic built-up area detection in high-resolution satellite images. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
861. Bei Zhao, Yanfei Zhong, Liangpei Zhang (2013). Hybrid generative/discriminative scene classification strategy based on latent dirichlet allocation for high spatial resolution remote sensing imagery. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
862. Jiayi Li, Hongyan Zhang, Liangpei Zhang (2013). A nonlinear regression classification algorithm with small sample set for hyperspectral image. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
863. Jie Li, Chao Zeng, Qiangqiang Yuan, Liangpei Zhang, Huanfeng Shen (2013). Hyperspectral images reconstruction based super-pixel mapping using cross-channel sparse model. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
864. Hongzan Jiao, Yanfei Zhong, Liangpei Zhang, Pingxiang Li (2013). Subspace clustering based on decision fusion strategy for hyperspectral imagery. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
865. Qian Shi, Liangpei Zhang, Bo Du (2013). Spatial correlated information based batch mode active learning method for remote sensing image classification. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
866. Lefei Zhang, Lefei Zhang, Liangpei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang (2013). A modified stochastic neighbor embedding for multi-feature dimension reduction of remote sensing images. ISPRS Journal of Photogrammetry and Remote Sensing.DOI
867. 石茜，杜博，张良培（2012）. 一种基于局部判别正切空间排列的高光谱遥感影像降维方法. 《测绘学报》.
868. 张倩，黄昕，张良培（2012）. 高分辨率遥感影像的全变分分割模型. 《测绘科学》.
869. 刘婷婷，林珲，张良培，代汉青（2012）. 利用SVM相关反馈和语义挖掘的遥感影像检索. 《武汉大学学报(信息科学版)》.
870. 张乐飞，黄昕，张良培（2012）. 高分辨率遥感影像的支持张量机分类方法. 《武汉大学学报(信息科学版)》.
871. 武辰，杜博，张良培（2012）. 基于独立成分分析的高光谱变化检测. 《遥感学报》.
872. 叶润青，牛瑞卿，邓清禄，张良培，赵艳南，吴婷，江齐英（2012）. 基于多源数据三维可视化集成的高切坡解译. 《吉林大学学报(地球科学版)》.
873. 李德仁，童庆禧，李荣兴，龚健雅，张良培（2012）. 高分辨率对地观测的若干前沿科学问题. 《中国科学:地球科学》.
874. 曹丽琴，李平湘，张良培，许雄（2012）. Fuzzy ARTMAP算法在城市不透水面估算中的应用研究. 《武汉大学学报(信息科学版)》.
875. 张良培（2012）. 图像超分辨率重建.
876. Xiong Xu, Yanfei Zhong, Liangpei Zhang, Hongyan Zhang (2012). Sub-Pixel Mapping Based on a MAP Model With Multiple Shifted Hyperspectral Imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
877. Liangpei Zhang, Bo Du (2012). Recent advances in hyperspectral image processing. Geo-spatial Information Science.DOI
878. Xin Huang, Liangpei Zhang (2012). An SVM Ensemble Approach Combining Spectral, Structural, and Semantic Features for the Classification of High-Resolution Remotely Sensed Imagery. IEEE Transactions on Geoscience and Remote Sensing.DOI
879. Bin Luo, J. Chanussot, S. Douté, Liangpei Zhang (2012). Empirical Automatic Estimation of the Number of Endmembers in Hyperspectral Images. IEEE Geoscience and Remote Sensing Letters.DOI
880. Deren Li, Qingxi Tong, Rongxing Li, Jianya Gong, Liangpei Zhang (2012). Current issues in high-resolution earth observation technology. Science China Earth Sciences.DOI
881. Huanfeng Shen, Lijun Du, Liangpei Zhang, Wei Yu Gong (2012). A Blind Restoration Method for Remote Sensing Images. IEEE Geoscience and Remote Sensing Letters.DOI
882. Liangpei Zhang, Huanfeng Shen, Wei Yu Gong, Hongyan Zhang (2012). Adjustable Model-Based Fusion Method for Multispectral and Panchromatic Images. IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics).DOI
883. Bin Luo, Chenghai Yang, Jocelyn Chanussot, Liangpei Zhang (2012). Crop Yield Estimation Based on Unsupervised Linear Unmixing of Multidate Hyperspectral Imagery. IEEE Transactions on Geoscience and Remote Sensing.DOI
884. Lei Shi, Lefei Zhang, Jie Yang, Liangpei Zhang, Pingxiang Li (2012). Supervised Graph Embedding for Polarimetric SAR Image Classification. IEEE Geoscience and Remote Sensing Letters.DOI
885. Liangpei Zhang, Lefei Zhang, Dacheng Tao, Xin Huang (2012). Tensor Discriminative Locality Alignment for Hyperspectral Image Spectral–Spatial Feature Extraction. IEEE Transactions on Geoscience and Remote Sensing.DOI
886. Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang, Xia Lan (2012). Hypspectral image denoising with a multi-view fusion strategy.DOI
887. Chen Wu, Liangpei Zhang, Bo Du (2012). Targeted change detection for stacked multi-temporal hyperspectral image.DOI
888. Nan Wang, Liangpei Zhang, Bo Du (2012). An endmember dissimilarity based Non-negative Matrix Factorization method for hyperspectral unmixing.DOI
889. Ting Wang, Bo Du, Liangpei Zhang (2012). A local subspace based nonlinear target detector.DOI
890. Jiayi Li, Hongyan Zhang, Yuancheng Huang, Liangpei Zhang (2012). Classifiction for hyperspectral imagery based on nonlocal weighted joint sparsity model.DOI
891. Mingming Xu, Liangpei Zhang, Bo Du, Liqun Liu (2012). An endmember extraction framework based on abundance constraint.DOI
892. Qian Shi, Liangpei Zhang, Bo Du (2012). An novel active learning strategy for hyperspectral image classification.DOI
893. Ruyi Feng, Yanfei Zhong, Liangpei Zhang (2012). Non-local sparse spectral unmixing for remote sensing imagery.DOI
894. Lefei Zhang, Xin Huang, Bo Du, Liangpei Zhang (2012). A method for object identification in multispectral image based on tensor approach.DOI
895. Liangpei Zhang, Qian Du (2012). Foreword.DOI
896. Bin Luo, Muhammad Murtaza Khan, T. Bienvenu, Jocelyn Chanussot, Liangpei Zhang (2012). Decision-Based Fusion for Pansharpening of Remote Sensing Images. IEEE Geoscience and Remote Sensing Letters.DOI
897. Qian Zhang, Xin Huang, Liangpei Zhang (2012). An Energy-Driven Total Variation Model for Segmentation and Classification of High Spatial Resolution Remote-Sensing Imagery. IEEE Geoscience and Remote Sensing Letters.DOI
898. Yanfei Zhong, Liangpei Zhang (2012). Remote Sensing Image Subpixel Mapping Based on Adaptive Differential Evolution. IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics).DOI
899. Hongzan Jiao, Yanfei Zhong, Liangpei Zhang (2012). Artificial DNA Computing-Based Spectral Encoding and Matching Algorithm for Hyperspectral Remote Sensing Data. IEEE Transactions on Geoscience and Remote Sensing.DOI
900. Tingting Liu, Liangpei Zhang, Pingxiang Li, Hui Lin (2012). Remotely sensed image retrieval based on region-level semantic mining. EURASIP Journal on Image and Video Processing.DOI
901. Qiangqiang Yuan, Liangpei Zhang, Huanfeng Shen (2012). Hyperspectral Image Denoising Employing a Spectral–Spatial Adaptive Total Variation Model. IEEE Transactions on Geoscience and Remote Sensing.DOI
902. Lei Shi, Pingxiang Li, Jie Yang, Liangpei Zhang (2012). A Statistical Polarimetric Decomposition Solution Based on the Maximum-Likelihood Estimator. IEEE Geoscience and Remote Sensing Letters.DOI
903. Hongyan Zhang, Liangpei Zhang, Huanfeng Shen (2012). A super-resolution reconstruction algorithm for hyperspectral images. Signal Processing.DOI
904. Huifang Li, Liangpei Zhang, Huanfeng Shen (2012). A Perceptually Inspired Variational Method for the Uneven Intensity Correction of Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing.DOI
905. Cheng Jiang, Hongyan Zhang, Huanfeng Shen, Liangpei Zhang (2012). A Practical Compressed Sensing-Based Pan-Sharpening Method. IEEE Geoscience and Remote Sensing Letters.DOI
906. Xiong Xu, Yanfei Zhong, Liangpei Zhang (2012). Sub-pixel Mapping with Multiple Shifted Remotely Sensed Images Based on Attraction Model. Lecture notes in computer science.DOI
907. Liangpei Zhang, Xiong Xu, Jie Li, Huanfeng Shen, Yanfei Zhong, Xin Huang (2012). Research on image reconstruction based and pixel unmixing based sub-pixel mapping methods. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
908. Bin Luo, S. Douté, Xavier Ceamanos, Jocelyn Chanussot, Liangpei Zhang (2012). Extraction of minerals on the south pole of the planet Mars by unsupervised linear unmixing of hyperspectral images. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
909. 许雄，钟燕飞，张良培，李平湘（2011）. 基于空间自相关BP神经网络的遥感影像亚像元定位. 《测绘学报》.
910. 张倩，黄昕，张良培（2011）. 多尺度同质区域提取的高分辨率遥感影像分类研究. 《武汉大学学报(信息科学版)》.
911. 叶润青，牛瑞卿，张良培，易顺华（2011）. 基于图像分类的矿物含量测定及精度评价. 《中国矿业大学学报》.
912. 陈涛，牛瑞卿，李平湘，张良培（2011）. 密云水库流域2000-2005年植被覆盖度变化监测. 《环境科学与技术》.
913. 叶润青，牛瑞卿，张良培（2011）. 基于多尺度分割的岩石图像矿物特征提取及分析. 《吉林大学学报(地球科学版)》.
914. Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang (2011). On Combining Multiple Features for Hyperspectral Remote Sensing Image Classification. IEEE Transactions on Geoscience and Remote Sensing.DOI
915. Yanfei Zhong, Liangpei Zhang (2011). An Adaptive Artificial Immune Network for Supervised Classification of Multi-/Hyperspectral Remote Sensing Imagery. IEEE Transactions on Geoscience and Remote Sensing.DOI
916. Qian Zhang, Liangpei Zhang, Xin Huang (2011). Classification of high-spatial resolution imagery based on distance-weighted Markov random field with an improved iterated conditional mode method. International Journal of Remote Sensing.DOI
917. Huali Li, Liangpei Zhang (2011). A Hybrid Automatic Endmember Extraction Algorithm Based on a Local Window. IEEE Transactions on Geoscience and Remote Sensing.DOI
918. Yanfei Zhong, Liangpei Zhang, Wei Yu Gong (2011). Unsupervised remote sensing image classification using an artificial immune network. International Journal of Remote Sensing.DOI
919. Qiangqiang Yuan, Liangpei Zhang, Huanfeng Shen (2011). Multiframe Super-Resolution Employing a Spatially Weighted Total Variation Model. IEEE Transactions on Circuits and Systems for Video Technology.DOI
920. Yi Wang, Ruiqing Niu, Liangpei Zhang, Ke Wu, Hichem Sahli (2011). A scale-based forward-and-backward diffusion process for adaptive image enhancement and denoising. EURASIP Journal on Advances in Signal Processing.DOI
921. Yuqi Tang, Liangpei Zhang, Xin Huang (2011). Object-oriented change detection based on the Kolmogorov–Smirnov test using high-resolution multispectral imagery. International Journal of Remote Sensing.DOI
922. Lefei Zhang, Liangpei Zhang (2011). Improvement of remote sensing classification method by multiway support tensor machine.DOI
923. Liqin Cao, Pingxiang Li, Liangpei Zhang (2011). Study of the effect of urban water on the thermal environment based on remote sensing image. International Conference on Remote Sensing, Environment and Transportation Engineering.DOI
924. Peng Yue, Yaxing Wei, Liping Di, Lianlian He, Jianya Gong, Liangpei Zhang (2011). Sharing geospatial provenance in a service-oriented environment. Computers Environment and Urban Systems.DOI
925. Liangpei Zhang, Qiangqiang Yuan, Huanfeng Shen, Pingxiang Li (2011). Multiframe image super-resolution adapted with local spatial information. Journal of the Optical Society of America A.DOI
926. Xin Huang, Liangpei Zhang, Wei Yu Gong (2011). Information fusion of aerial images and LIDAR data in urban areas: vector-stacking, re-classification and post-processing approaches. International Journal of Remote Sensing.DOI
927. Yanfei Zhong, Liangpei Zhang (2011). A New Fuzzy Clustering Algorithm Based on Clonal Selection for Land Cover Classification. Mathematical Problems in Engineering.DOI
928. Tao Chen, Ruiqing Niu, Yi Wang, Liangpei Zhang, Bo Du (2011). Percentage of Vegetation Cover Change Monitoring in Wuhan Region Based on Remote Sensing. Procedia Environmental Sciences.DOI
929. Qian Zhang, Xin Huang, Liangpei Zhang (2011). Multiscale Image Segmentation and Classification with Supervised ECHO of High Spatial Resolution Remotely Sensed Imagery. Wuhan Daxue xuebao. Xinxi kexue ban.
930. Ke Wu, Ruiqing Niu, Yi Wang, Liangpei Zhang, Bo Du (2011). Super-resolution land-cover mapping based on the selective endmember spectral mixture model in hyperspectral imagery. Optical Engineering.DOI
931. Xin Huang, Liangpei Zhang (2011). A multilevel decision fusion approach for urban mapping using very high-resolution multi/hyperspectral imagery. International Journal of Remote Sensing.DOI
932. Tao Chen, Ruiqing Niu, Pingxiang Li, Liangpei Zhang (2011). An Artificial Neural Network Method for Vegetation Cover Retrieval with “Beijing-1” Microsatellite Data. Yaogan jishu yu yingyong.DOI
933. Xin Huang, Liangpei Zhang (2011). Morphological Building/Shadow Index for Building Extraction From High-Resolution Imagery Over Urban Areas. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
934. Xin Huang, Liangpei Zhang (2011). A multiscale urban complexity index based on 3D wavelet transform for spectral–spatial feature extraction and classification: an evaluation on the 8-channel WorldView-2 imagery. International Journal of Remote Sensing.DOI
935. Yanfei Zhong, Liangpei Zhang (2011). Sub-pixel mapping algorithm based on adaptive differential evolution for remote sensing imagery. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
936. Lifei Wei, Yanfei Zhong, Liangpei Zhang, Pingxiang Li (2011). New Unsupervised change detection algorithm based on the MRF in remote sensing image. Joint Urban Remote Sensing Event (JURSE).DOI
937. 袁强强，沈焕锋，李平湘，张良培（2010）. 自适应正则化多幅影像超分辨率重建. 《中国图象图形学报》.
938. 钟燕飞，张良培（2010）. 遥感影像K均值聚类中的初始化方法. 《系统工程与电子技术》.
939. 黄远程，张良培，李平湘（2010）. 基于最小单形体体积约束的高光谱影像端元光谱提取. 《遥感定量反演算法研讨会摘要集》.
940. 李慧芳，沈焕锋，张良培，李平湘（2010）. 一种基于变分Retinex的遥感影像不均匀性校正方法. 《测绘学报》.
941. 曹丽琴，李平湘，张良培，岑奕（2010）. 基于多地表特征参数的遥感影像分类研究. 《遥感技术与应用》.
942. 魏立飞，钟燕飞，张良培，李平湘（2010）. 遥感影像融合的自适应变化检测. 《遥感学报》.
943. 焦洪赞，钟燕飞，张良培，李平湘（2010）. 高光谱遥感数据的DNA计算分类. 《遥感学报》.
944. 张乐飞，张良培，陶大程（2010）. 张量分类算法的遥感影像目标探测. 《遥感学报》.
945. 陈涛，牛瑞卿，李平湘，张良培（2010）. 基于人工神经网络的植被覆盖遥感反演方法研究. 《遥感技术与应用》.
946. 黄远程，张良培，李平湘，钟燕飞（2010）. 多光谱荧光影像的纯光谱分析与信号分离. 《光学学报》.
947. 陈涛，牛瑞卿，李平湘，张良培（2010）. 密云水库流域植被覆盖度变化对输沙量的影响. 《生态环境学报》.
948. 黄远程，李平湘，张良培（2010）. 基于交互最小二乘优化的高光谱影像端元光谱分析. 《武汉大学学报(信息科学版)》.
949. 杜博，张良培，李平湘，钟燕飞，陈涛（2010）. 一种基于随机场模型的高光谱影像目标探测算法. 《计算机科学》.
950. Bo Du, Liangpei Zhang (2010). Random-Selection-Based Anomaly Detector for Hyperspectral Imagery. IEEE Transactions on Geoscience and Remote Sensing.DOI
951. Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang (2010). A Multifeature Tensor for Remote-Sensing Target Recognition. IEEE Geoscience and Remote Sensing Letters.DOI
952. Yi Wang, Ruiqing Niu, Liangpei Zhang, Huanfeng Shen (2010). Region-based adaptive anisotropic diffusion for image enhancement and denoising. Optical Engineering.DOI
953. Huanfeng Shen, Chao Zeng, Liangpei Zhang (2010). Recovering Reflectance of AQUA MODIS Band 6 Based on Within-Class Local Fitting. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.DOI
954. Tao Chen, Ruiqing Niu, Pingxiang Li, Liangpei Zhang, Bo Du (2010). Dynamic Analysis of Vegetation Coverage Change in Miyun Reservoir Basin from 2000 to 2005 Based on Remote Sensing.DOI
955. Qiangqiang Yuan, Liangpei Zhang, Huanfeng Shen, Pingxiang Li (2010). Adaptive Multiple-Frame Image Super-Resolution Based on U-Curve. IEEE Transactions on Image Processing.DOI
956. Wei Huang, Liangpei Zhang, Shinobu Furumi, K. Muramatsu, M. Daigo, Pingxiang Li (2010). Topographic effects on estimating net primary productivity of green coniferous forest in complex terrain using Landsat data: a case study of Yoshino Mountain, Japan. International Journal of Remote Sensing.DOI
957. Lifei Wei, Pingxiang Li, Liangpei Zhang, Yanfei Zhong (2010). An advanced change detection method based on object-oriented classification of multi-band remote sensing image. International Conference on Geoinformatics.DOI
958. Liangpei Zhang, Bo Du, Yanfei Zhong (2010). Hybrid Detectors Based on Selective Endmembers. IEEE Transactions on Geoscience and Remote Sensing.DOI
959. Tao Chen, Ruiqing Niu, Pingxiang Li, Liangpei Zhang (2010). Mapping Spatial Distribution of Soil Loss in the Upper Basin of Miyun Reservoir.DOI
960. Yuancheng Huang, Liangpei Zhang, Pingxiang Li, Yanfei Zhong (2010). High-resolution hyper-spectral image classification with parts-based feature and morphology profile in urban area. Geo-spatial Information Science.DOI
961. Liangpei Zhang (2010). Initialization methods for remote sensing image clustering using K-means algorithm. Systems engineering and electronics.
962. Tao Chen, Ruiqing Niu, Yi Wang, Pingxiang Li, Liangpei Zhang, Bo Du (2010). Assessment of spatial distribution of soil loss over the upper basin of Miyun reservoir in China based on RS and GIS techniques. Environmental Monitoring and Assessment.DOI
963. Tao Chen, Ruiqing Niu, Pingxiang Li, Liangpei Zhang, Bo Du (2010). Regional soil erosion risk mapping using RUSLE, GIS, and remote sensing: a case study in Miyun Watershed, North China. Environmental Earth Sciences.DOI
964. 黄昕，李平湘，张良培（2009）. 基于多层形状特征提取与融合的城市高光谱影像解译. 《测绘科学》.
965. 曹丽琴，李平湘，张良培（2009）. 基于DMSP/OLS夜间灯光数据的城市人口估算——以湖北省各县市为例. 《遥感信息》.
966. 杜博，张良培，李平湘，钟燕飞（2009）. 基于最小噪声分离的约束能量最小化亚像元目标探测方法. 《中国图象图形学报》.
967. 吴柯，牛瑞卿，李平湘，张良培（2009）. 基于模糊ARTMAP神经网络模型的遥感影像亚像元定位. 《武汉大学学报(信息科学版)》.
968. 张良培，黄昕（2009）. 遥感影像信息处理技术的研究进展(英文). 《遥感学报》.
969. 杜博，钟燕飞，张良培，李平湘（2009）. 一种自适应匹配子空间亚像元目标探测方法. 《遥感学报》.
970. 刘婷婷，张良培，李平湘，黄微（2009）. JSEG改进算法在多光谱遥感影像区域分割上的应用(英文). 《遥感学报》.
971. 吴柯，李平湘，张良培（2009）. 一种基于进化Agent的遥感影像亚像元定位方法. 《遥感学报》.
972. 张洪艳，沈焕锋，张良培，李平湘（2009）. 一种保边缘影像超分辨率重建方法. 《中国图象图形学报》.
973. 刘婷婷，李平湘，张良培，陈旭（2009）. 一个基于语义挖掘的遥感影像检索模型. 《武汉大学学报(信息科学版)》.
974. 钟燕飞，张良培，李平湘（2009）. 遥感影像分类中的模糊聚类有效性研究. 《武汉大学学报(信息科学版)》.
975. 钟燕飞，张良培（2009）. 高光谱影像特征选择的快速克隆选择算法(英文). Geo-spatial Information Science.
976. 钟燕飞，张良培，李平湘（2009）. 基于非一致性自适应变异的克隆选择算法. 《武汉大学学报(信息科学版)》.
977. 沈焕锋，李平湘，张良培，王毅（2009）. 图像超分辨率重建技术与方法综述. 《光学技术》.
978. Xin Huang, Liangpei Zhang (2009). Comparison of Vector Stacking, Multi-SVMs Fuzzy Output, and Multi-SVMs Voting Methods for Multiscale VHR Urban Mapping. IEEE Geoscience and Remote Sensing Letters.DOI
979. Weiying Yang, Liangpei Zhang, Hua Liu, Songtao Yu (2009). A multiscale analysis method on QuickBird multispectral image. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
980. Liangpei Zhang, Xin Huang (2009). Object-oriented subspace analysis for airborne hyperspectral remote sensing imagery. Neurocomputing.DOI
981. Liangpei Zhang, Hongyan Zhang, Huanfeng Shen, Pingxiang Li (2009). A super-resolution reconstruction algorithm for surveillance images. Signal Processing.DOI
982. Hongyan Zhang, Liangpei Zhang, Huanfeng Shen, Pingxiang Li (2009). A MAP Approach for Joint Image Registration, Blur Identification and Super Resolution. International Conference on Image and Graphics.DOI
983. Qian Du, Liangpei Zhang, Nareenart Raksuntorn (2009). Improving the quality of extracted endmembers. Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.DOI
984. Xin Huang, Liangpei Zhang (2009). A comparative study of spatial approaches for urban mapping using hyperspectral ROSIS images over Pavia City, northern Italy. International Journal of Remote Sensing.DOI
985. Wei Huang, A-Na Cao, Liangpei Zhang, Xianhua Li, Kanako Muramatu (2009). Estimation of net primary productivity of green coniferous forest in complex terrain. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
986. Xin Huang, Liangpei Zhang (2009). Road centreline extraction from high‐resolution imagery based on multiscale structural features and support vector machines. International Journal of Remote Sensing.DOI
987. Xin Huang, Liangpei Zhang, Le Wang (2009). Evaluation of Morphological Texture Features for Mangrove Forest Mapping and Species Discrimination Using Multispectral IKONOS Imagery. IEEE Geoscience and Remote Sensing Letters.DOI
988. Liangpei Zhang (2009). Urban Population Estimation Based on The DMSP/OLS Night-time Satellite Data——A Case of Hubei Province. Remote Sensing Information.
989. Liangpei Zhang, Xin Huang (2009). Advanced processing techniques for remotely sensed imagery. National Remote Sensing Bulletin.
990. Liangpei Zhang (2009). Sub-pixel mapping of remote sensed images based on evolutionary agent algorithm. National Remote Sensing Bulletin.
991. Shaoping Deng, Pingxiang Li, Guoman Huang, Liangpei Zhang (2009). Segmentation of dual polarized SAR imagery of the west of China based on evidence theory. IET Conference Publications.DOI
992. Liangpei Zhang (2009). Multilevel shape feature extraction and fusion for classification of urban hyperspectral imagery. Cehui kexue.
993. He Ping Yang, Ben Ma, Qian Du, Liangpei Zhang (2009). Comparison of spectral-spatial classification for urban hyperspectral imagery with high resolution. Joint Urban Remote Sensing Event (JURSE).DOI
994. Du Bo, Liangpei Zhang, Pingxiang Li, Zhong Yanfei (2009). A target detection algorithm for urban areas using HSRH imagery. Joint Urban Remote Sensing Event (JURSE).DOI
995. Yan Huang, Pingxiang Li, Liangpei Zhang, Yanfei Zhong (2009). Urban land cover mapping by spatial-spectral feature analysis of high resolution hyperspectral data with decision directed acyclic graph SVM. Joint Urban Remote Sensing Event (JURSE).DOI
996. Yanfei Zhong, Liangpei Zhang, Pingxiang Li, Huanfeng Shen (2009). A sub-pixel mapping algorithm based on artificial immune systems for remote sensing imagery. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
997. Yingying Ma, Wei Yu Gong, Zhongmin Zhu, Liangpei Zhang, Pingxiang Li (2009). Cloud amount and aerosol characteristic research in the atmosphere over Hubei province, China. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
998. Shalei Song, Pingxiang Li, Wei Yu Gong, Liangpei Zhang, Bo Zhu, Lilei Lv, Daoxi Zhang (2009). Spectral ratio lidar for objects detection. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
999. Shalei Song, Pingxiang Li, Wei Yu Gong, Liangpei Zhang, Bo Zhu, Lilei Lv, Daoxi Zhang (2009). A narrow band combination model to determine leaf nitrogen and water content in rice. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
1000. 陈涛，李平湘，张良培，刘亚岚（2008）. 利用“北京一号”小卫星数据估算植被覆盖度的可行性研究. 《遥感信息》.
1001. 岑奕，张良培，村松加奈子（2008）. 基于高光谱数据日本温带地区植被净初级生产力估算模型应用研究. 《遥感学报》.
1002. 岑奕，张良培，李平湘，村松加奈子（2008）. 植被净初级生产力的遥感模型在武汉地区的应用. 《遥感技术与应用》.
1003. 岑奕，张良培，村松加奈子（2008）. 纪伊半岛地区植被净初级生产力的遥感应用研究. 《武汉大学学报(信息科学版)》.
1004. 陈涛，李平湘，张良培（2008）. 武汉地区1988～2002年植被覆盖度变化动态分析. 《遥感技术与应用》.
1005. 陈涛，李平湘，张良培，岑奕（2008）. 三峡坝区水体悬浮泥沙含量遥感估算模型研究. 《测绘地理信息》.
1006. Huanfeng Shen, Liangpei Zhang (2008). A MAP-Based Algorithm for Destriping and Inpainting of Remotely Sensed Images. IEEE Transactions on Geoscience and Remote Sensing.DOI
1007. Liqin Cao, Pingxiang Li, Liangpei Zhang (2008). Impact of impervious surface on urban heat island in Wuhan, China. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
1008. Tao Chen, Pingxiang Li, Liangpei Zhang (2008). Retrieving vegetation cover by using BP neural network based on Beijing-1 microsatellite data. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
1009. Tingting Liu, Pingxiang Li, Liangpei Zhang, Xu Chen (2008). Multi-spectral remote sensing image retrieval based on semantic extraction. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
1010. Zhijun Liu, Liangpei Zhang, Zhenmin Liu, Hongbo Jiao, Li‐Qun Chen (2008). Multiple-source spatial data fusion and integration research in the region unified planning management information system. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
1011. Xin Huang, Liangpei Zhang (2008). An Adaptive Mean-Shift Analysis Approach for Object Extraction and Classification From Urban Hyperspectral Imagery. IEEE Transactions on Geoscience and Remote Sensing.DOI
1012. Shalei Song, Pingxiang Li, Wei Yu Gong, Liangpei Zhang, Tao Chen (2008). Multi-wavelength lidar for remote sensing applications. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
1013. Jinye Zhang, Wei Yu Gong, Zhongmin Zhu, Jun Li, Pingxiang Li, Liangpei Zhang, Shalei Song, Yingying Ma, Feiyue Mao, Rongliang Zeng, Zhenluan Hu (2008). Development and new application of Raman/Mie lidar: severe weather research and Earth observation atmospheric correction. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
1014. Liangpei Zhang, Ke Wu, Yanfei Zhong, Pingxiang Li (2008). A new sub-pixel mapping algorithm based on a BP neural network with an observation model. Neurocomputing.DOI
1015. Jun Li, Wei Yu Gong, Yingying Ma, Zhongmin Zhu, Pingxiang Li, Liangpei Zhang (2008). Retrieval of Aerosol Optical Properties based on Measurements of Lidar, Sun-Photometer, and CALIPSO at Wuhan, China. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
1016. Yingying Ma, Wei Yu Gong, Jun Li, Zhongmin Zhu, Liangpei Zhang, Pingxiang Li (2008). Aerosol Character Comparison of CALIPSO and Sunphotometer in Hubei Province, China. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
1017. Jinye Zhang, Wei Yu Gong, Jun Li, Feiyue Mao, Rongliang Zeng, Zhenluan Hu, Liangpei Zhang, Pingxiang Li (2008). Study of Atmospheric Correction in the Remote Sensing based on Multifunctional Raman/Mie Lidar System and Sunphotometer. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
1018. 黄昕，张良培，李平湘（2007）. 融合形状和光谱的高空间分辨率遥感影像分类. 《遥感学报》.
1019. 褚海峰，翟中敏，赵银娣，李平湘，张良培（2007）. 一种多/高光谱遥感图像端元提取的凸锥分析算法. 《遥感学报》.
1020. 李平湘，沈焕锋，张良培（2007）. 影像超分辨率重建技术在遥感中的应用. 《地理空间信息》.
1021. 梅小明，张良培，李平湘（2007）. 利用Beamlet变换算法提取遥感图像直线. 《计算机科学》.
1022. 黄昕，张良培，李平湘（2007）. 基于多尺度特征融合和支持向量机的高分辨率遥感影像分类. 《遥感学报》.
1023. 吴柯，李平湘，张良培，沈焕锋（2007）. 基于正则MAP模型的遥感影像亚像元定位. 《武汉大学学报(信息科学版)》.
1024. 钟燕飞，张良培，李平湘（2007）. 基于多值免疫网络的多光谱遥感影像分类. 《计算机学报》.
1025. 黄微，张良培，李平湘（2007）. 基于地形区域分割的复杂地区遥感影像分类. 《武汉大学学报(信息科学版)》.
1026. 吴柯，张良培，李平湘（2007）. 一种端元变化的神经网络混合像元分解方法. 《遥感学报》.
1027. Liangpei Zhang, Yanfei Zhong, Bo Huang, Jianya Gong, Pingxiang Li (2007). Dimensionality Reduction Based on Clonal Selection for Hyperspectral Imagery. IEEE Transactions on Geoscience and Remote Sensing.DOI
1028. Yanfei Zhong, Liangpei Zhang, Jianya Gong, Pingxiang Li (2007). A Supervised Artificial Immune Classifier for Remote-Sensing Imagery. IEEE Transactions on Geoscience and Remote Sensing.DOI
1029. Xin Huang, Liangpei Zhang, Pingxiang Li (2007). An Adaptive Multiscale Information Fusion Approach for Feature Extraction and Classification of IKONOS Multispectral Imagery Over Urban Areas. IEEE Geoscience and Remote Sensing Letters.DOI
1030. Tao Chen, Pingxiang Li, Liangpei Zhang, Yalan Liu (2007). Estimation vegetation fraction by remote sensing based on "Beijing-1" microsatellite data. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
1031. Yi Wang, Ruiqing Niu, Liangpei Zhang, Pingxiang Li (2007). Detail preserving robust anisotropic diffusion for image enhancement and noise reduction. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
1032. Ke Wu, Pingxiang Li, Liangpei Zhang (2007). Sub-pixel Mapping of Remote Sensing Image Based on MAP model. International Conference on Image and Graphics.DOI
1033. Ruiqing Niu, Xiaoming Mei, Liangpei Zhang, Pingxiang Li (2007). Linear Features Extraction From Remote Sensing Image Based on Wedgelet Decomposition. International Conference on Image and Graphics.DOI
1034. Yi Cen, Kanako Muramatsu, Liangpei Zhang (2007). Estimation of Net Primary Production of the Kii Peninsula Using Terra/MODIS Data. International Conference on Image and Graphics.DOI
1035. Xiaoming Mei, Liangpei Zhang, Pingxiang Li (2007). An Approach For Edge Detection Based On Beamlet Transform. International Conference on Image and Graphics.DOI
1036. Michael K. Ng, Huanfeng Shen, Edmund Y. M. Lam, Liangpei Zhang (2007). A Total Variation Regularization Based Super-Resolution Reconstruction Algorithm for Digital Video. EURASIP Journal on Advances in Signal Processing.DOI
1037. Yi Wang, Liangpei Zhang, Pingxiang Li (2007). Local Variance-Controlled Forward-and-Backward Diffusion for Image Enhancement and Noise Reduction. IEEE Transactions on Image Processing.DOI
1038. Xin Huang, Liangpei Zhang, Pingxiang Li (2007). Classification and Extraction of Spatial Features in Urban Areas Using High-Resolution Multispectral Imagery. IEEE Geoscience and Remote Sensing Letters.DOI
1039. Huanfeng Shen, Liangpei Zhang, Bo Huang, Pingxiang Li (2007). A MAP Approach for Joint Motion Estimation, Segmentation, and Super Resolution. IEEE Transactions on Image Processing.DOI
1040. Lifu Zhang, Lifu Zhang, Shinobu Furumi, K. Muramatsu, N. Fujiwara, M. Daigo, Liangpei Zhang, Liangpei Zhang (2007). A new vegetation index based on the universal pattern decomposition method. International Journal of Remote Sensing.DOI
1041. Lifu Zhang, Lifu Zhang, N. Fujiwara, Shinobu Furumi, K. Muramatsu, M. Daigo, Liangpei Zhang, Liangpei Zhang (2007). Assessment of the universal pattern decomposition method using MODIS and ETM+ data. International Journal of Remote Sensing.DOI
1042. Xin Huang, Liangpei Zhang, Pingxiang Li, 武汉大学测绘遥感信息工程国家重点实验室 湖北武汉430079 (2007). Classification of High Spatial Resolution Remotely Sensed Imagery Based Upon Fusion of Multiscale Features and SVM. National Remote Sensing Bulletin.DOI
1043. Liangpei Zhang (2007). Classification of IKONOS Multispectral Imagery Based on Spectral Transform and Fusion. Wuhan Daxue xuebao. Xinxi kexue ban.
1044. Liangpei Zhang (2007). Super Resolution Image Reconstruction Applied in Remote Sensing. Geospatial Information.
1045. Zhongmin Zhu, Wei Yu Gong, Pingxiang Li, Liangpei Zhang, Qianqing Qin, Yingying Ma, Shalei Song, Jun Li, Mengyu Liu, Zhongyu Hao (2007). The active-passive remote sensing for aerosol optical depth retrieval. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
1046. 王毅，张良培，李平湘（2006）. 基于概率扩散的多光谱遥感图像分类模型. 《中国图象图形学报》.
1047. 张良培，王毅，李平湘（2006）. 基于各向异性扩散的SAR图像斑点噪声滤波算法. 《电子学报》.
1048. 丛浩，张良培，李平湘（2006）. 一种端元可变的混合像元分解方法. 《中国图象图形学报》.
1049. 黄昕，张良培，李平湘（2006）. 基于小波的高分辨率遥感影像纹理分类方法研究. 《武汉大学学报(信息科学版)》.
1050. 赵银娣，张良培，李平湘（2006）. 广义马尔可夫随机场及其在多光谱纹理影像分类中的应用. 《遥感学报》.
1051. 钟燕飞，张良培，龚健雅，李平湘（2006）. 基于资源限制性人工免疫系统的多光谱遥感影像分类方法. 《武汉大学学报(信息科学版)》.
1052. 黄微，张良培，李平湘（2006）. 一种顾及空间相关性遥感影像辐射度的地形校正算法. 《测绘学报》.
1053. 吴波，张良培，李平湘（2006）. 基于支撑向量回归的高光谱混合像元非线性分解. 《遥感学报》.
1054. 赵银娣，张良培，李平湘（2006）. 一种方向Gabor滤波纹理分割算法. 《中国图象图形学报》.
1055. 黄昕，张良培，李平湘（2006）. 高空间分辨率遥感图像分类的SSMC方法. 《中国图象图形学报》.
1056. 王毅，张良培，李平湘（2006）. 各向异性扩散平滑滤波的改进算法. 《中国图象图形学报》.
1057. Lifu Zhang, Lifu Zhang, Shinobu Furumi, K. Muramatsu, N. Fujiwara, M. Daigo, Liangpei Zhang, Liangpei Zhang (2006). Sensor‐independent analysis method for hyperspectral data based on the pattern decomposition method. International Journal of Remote Sensing.DOI
1058. Xiaoming Mei, Ruiqing Niu, Liangpei Zhang, Pingxiang Li (2006). Linear features adaptive extraction from remote sensing image based on beamlet transform. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
1059. Liangpei Zhang, Yanfei Zhong, Bo Huang, Peng Li (2006). A resource limited artificial immune system algorithm for supervised classification of multi/hyper‐spectral remote sensing imagery. International Journal of Remote Sensing.DOI
1060. Yindi Zhao, Liangpei Zhang, Pingxiang Li (2006). Feature Fusion with Neighborhood-Oscillating Tabu Search for Oriented Texture Classification. Springer eBooks.DOI
1061. Yanfei Zhong, Liangpei Zhang, Bo Huang, Pingxiang Li (2006). An unsupervised artificial immune classifier for multi/hyperspectral remote sensing imagery. IEEE Transactions on Geoscience and Remote Sensing.DOI
1062. Bo Wu, Liangpei Zhang, Pingxiang Li, Jinmu Zhang (2006). Nonlinear Estimation of Hyperspectral Mixture Pixel Proportion Based on Kernel Orthogonal Subspace Projection. Lecture notes in computer science.DOI
1063. Liangpei Zhang (2006). Incomplete Cholesky Decomposition Conjugate Gradient Model. Jisuanji gongcheng.
1064. 张立福，张良培，村松加奈子，藤原昇（2005）. 基于高光谱卫星遥感数据的UPDM分析方法. 《武汉大学学报(信息科学版)》.
1065. 吴波，张良培，李平湘（2005）. 基于光谱维小波特征的混合像元投影迭代分解. 《电子学报》.
1066. 黄微，张良培，李平湘（2005）. 一种改进的卫星影像地形校正算法. 《中国图象图形学报》.
1067. 王毅，张良培，李平湘（2005）. 基于最小描述长度原则的各向异性扩散模型. 《中国图象图形学报》.
1068. 沈焕锋，李平湘，张良培（2005）. 一种基于正则化技术的超分辨影像重建方法. 《中国图象图形学报》.
1069. 钟燕飞，张良培，龚健雅，李平湘（2005）. 基于克隆选择的多光谱遥感影像分类算法. 《中国图象图形学报》.
1070. 王毅，张良培，李平湘（2005）. 多光谱遥感图像的自适应各向异性扩散滤波. 《遥感学报》.
1071. 钟燕飞，张良培，龚健雅，李平湘（2005）. 基于人工免疫系统的遥感图像分类. 《遥感学报》.
1072. 沈焕锋，李平湘，张良培（2005）. 一种顾及影像纹理特性的自适应分辨率增强算法. 《遥感学报》.
1073. 吴波，张良培，李平湘（2005）. 高光谱端元自动提取的迭代分解方法. 《遥感学报》.
1074. 张良培（2005）. 高光谱遥感. 《第1版 (2005年10月1日)》.
1075. 张良培，丛浩（2005）. 一种可选端元的混合像元分解方法. 《第十五届全国遥感技术学术交流会论文摘要集》.
1076. Yindi Zhao, Liangpei Zhang, Pingxiang Li (2005). Texture Feature Fusion for High Resolution Satellite Image Classification. International Conference on Computer Graphics, Imaging and Visualization (CGIV).DOI
1077. Tao Chen, Pingxiang Li, Liangpei Zhang, Lite Shi (2005). Estimating suspended sediment concentration in Yangtze River from Landsat-TM image. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
1078. Yi Wang, Liangpei Zhang, Pingxiang Li, Yindi Zhao (2005). Anisotropic diffusion for image filtering based on mdl and morphology.DOI
1079. Huanfeng Shen, Pingxiang Li, Liangpei Zhang, Yindi Zhao (2005). A MAP Algorithm to Super-Resolution Image Reconstruction. International Conference on Image and Graphics.DOI
1080. Liangpei Zhang (2005). A Regularized Super-resolution Image Reconstruction Method.
1081. Pingxiang Li, Bo Wu, Liangpei Zhang (2005). Abundance estimation from hyperspectral image based on probabilistic outputs of multi-class support vector machines. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
1082. Yanfei Zhong, Liangpei Zhang, Pingxiang Li (2005). Multispectral remote sensing image classification based on simulated annealing clonal selection algorithm. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
1083. Yi Wang, Liangpei Zhang, Pingxiang Li (2005). Nonlinear multispectral anisotropic diffusion filters for remote sensed images based on MDL and morphology. IEEE International Geoscience and Remote Sensing Symposium (IGARSS).DOI
1084. 吴波，张良培，李平湘（2004）. 非监督正交子空间投影的高光谱混合像元自动分解. 《中国图象图形学报》.
1085. Cen Yi, Liangpei Zhang, Shinobu Furumi, Kanako Muramatsu, Noboru Fujiwara (2003). Land cover classification in Kii Peninsula of Japan using Terra/MODIS data. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
1086. Liangpei Zhang, Hui Lin, Deren Li (2003). Influences of the illumination and viewing geometry on the vegetation indices. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
1087. 骆剑承，周成虎，蔡少华，裴韬，郑江，鲁学军，龚建华，张良培，熊汉江（2002）. 基于中间件技术的网格GIS体系结构. 《地球信息科学学报》.
1088. Liangpei Zhang, Xiaodong Zhang, Jianya Gong (2002). IKONOS image classification using a color difference technique. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
1089. 张晓东，金淑英，张良培（2001）. 海洋深拖视像图像处理系统的设计与实现. 《第十三届全国遥感技术学术交流会》.
1090. Liangpei Zhang, Xianwen Ke, Hong Shu (2001). Image retrieval by using subpiece accumulative histogram. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
1091. Liangpei Zhang, Hui Lin, Deren Li (2001). Chromaticity difference-based classification algorithm for imaging spectrometer data. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE.DOI
1092. 张良培，李德仁，童庆禧，郑兰芬（1997）. 鄱阳湖地区土壤、植被光谱混合模型的研究. 《测绘学报》.
1093. 张良培，李德仁（1997）. 鄱阳湖地区高光谱遥感数据的定标研究. 《武汉大学学报(信息科学版)》.
1094. 张良培，郑兰芬，童庆禧（1997）. 利用高光谱对生物变量进行估计. 《遥感学报》.
1095. 田庆久，董卫东，张良培（1997）. 成像光谱遥感数据的光谱重建研究. 《测绘学报》.
1096. 张良培（1996）. 风化及其它类荒漠漆表面层对高光谱分辨率遥感的影响（二）. 《遥感学报》.
1097. 田庆久，张良培，郑兰芬，童庆禧（1996）. 成像光谱遥感定标模型的分析与评价. 《遥感技术与应用》.

预印本

1. Mingzhen Xu, Haonan Guo, Di Wang, Yinghua Qu, Zhiliang Zhou, Lei Zhang, Huiwen Yao, Rui Zhao, Fengxiang Wang, Gang Wan, Bo Du, Liangpei Zhang (2026). MBTI: A Multi-Branch Efficient Fine-Tuning Framework for Hyperspectral Image Classification with Foundation Models. arXiv (Cornell University).DOI
2. Wang, Di, Liu, Shunyu, Wentao Jiang, Fengxiang Wang, Yi Liu, Xiaolei Qin, Zhiming Luo, Chaoyang Zhou, Haonan Guo, Jing Zhang, Du, Bo, Dacheng Tao, Liangpei Zhang (2025). GeoZero: Incentivizing Reasoning from Scratch on Geospatial Scenes. arXiv (Cornell University).DOI
3. Yichu Xu, Di Wang, Hongzan Jiao, Lefei Zhang, Liangpei Zhang (2025). MambaMoE: Mixture-of-Spectral-Spatial-Experts State Space Model for Hyperspectral Image Classification. arXiv (Cornell University).DOI
4. Zhuo Zheng, Yanfei Zhong, Zijing Wan, Liangpei Zhang, Stefano Ermon (2025). Neural Disaster Simulation for Transferable Building Damage Assessment. SSRN Electronic Journal.DOI
5. Jialu Li, Lingyu Sun, Chen Wu, Bo Du, Liangpei Zhang (2025). Sits-Lstm: A Network for Monitoring Dynamic Changes in Time-Series Remote Sensing Images. SSRN Electronic Journal.DOI
6. Bo Du, Lingyu Sun, Chen Wu, Liangpei Zhang (2024). Impact of COVID-19 pandemic on global urban expansion slowdown. Research Square.DOI
7. Zhuo Zheng, Yanfei Zhong, Liangpei Zhang, Stefano Ermon (2024). Segment Any Change. arXiv (Cornell University).DOI
8. Jiaqi Yang, Bo Du, Liu, Rong, Mao, Zhu, Liangpei Zhang (2023). Boosting Multimodal Remote Sensing Image Classification with Transformer-based Heterogeneously Salient Graph Representation. arXiv (Cornell University).DOI
9. Haonan Guo, Bo Du, Chen Wu, Chengxi Han, Liangpei Zhang (2023). DeepCL: Deep Change Feature Learning on Remote Sensing Images in the Metric Space. arXiv (Cornell University).DOI
10. Haonan Guo, Bo Du, Chen Wu, Xin Bing Su, Liangpei Zhang (2023). Expediting Building Footprint Extraction from High-resolution Remote Sensing Images via progressive lenient supervision. arXiv (Cornell University).DOI
11. Jingtao Li, Xinyu Wang, Shaoyu Wang, Hengwei Zhao, Liangpei Zhang, Yanfei Zhong (2023). One-Step Detection Paradigm for Hyperspectral Anomaly Detection via Spectral Deviation Relationship Learning. arXiv (Cornell University).DOI
12. Yuan Wang, Qiangqiang Yuan, Tongwen Li, Siyu Tan, Liangpei Zhang (2020). Estimating daily full-coverage and high-accuracy 5-km ambient particulate matters across China: considering their precursors and chemical compositions.DOI
13. Xinghua Li, Yinghong Jing, Huanfeng Shen, Liangpei Zhang (2019). The recent developments in spatio-temporally continuous snow cover product generation.DOI

书籍章节

1. Liangpei Zhang, Yanfei Zhong (2009). Analysis of Hyperspectral Remote Sensing Images. Springer eBooks.DOI

数据集

1. Yuan Wang, Qiangqiang Yuan, Siqin Zhou, Liangpei Zhang (2022). Global spatiotemporal continuous daily high-resolution total column carbon monoxide for TROPOMI. Zenodo (CERN European Organization for Nuclear Research).DOI
2. Yi Xiao, Qiangqiang Yuan, Liangpei Zhang (2022). Remote Sensing Satellite Video Dataset for Super-resolution. Zenodo (CERN European Organization for Nuclear Research).DOI
3. Da He, Qian Shi, XIaoping Liu, Yanfei Zhong, Gui-Song Xia, Liangpei Zhang (2022). Generating Annual 4-m Land Cover Products over 28 Metropolises in China during 2000-2020. Zenodo (CERN European Organization for Nuclear Research).DOI
4. Ying Feng Zheng, Qiqi Zhu, Juan-Juan Luo, Zengshuai Li, Zhanhang Lin, Xin Huang, Liangpei Zhang (2022). Open Satellite Video Single Target Tracking Datasets (OpenSatSTTD). Zenodo (CERN European Organization for Nuclear Research).DOI
5. Xiaobin Guan, Huanfeng Shen, Yuchen Wang, Dong Chu, Xinghua Li, Linwei Yue, Xinxin Liu, Liangpei Zhang (2021). STFLNDVI: A long-term 1km NDVI time series since 1982 by fusing MODIS and AVHRR products. Zenodo (CERN European Organization for Nuclear Research).DOI
6. Yuan Wang, Qiangqiang Yuan, Tongwen Li, Liye Zhu, Liangpei Zhang (2021). Global daily high-resolution surface carbon monoxide concentrations (2019-2020). Zenodo (CERN European Organization for Nuclear Research).DOI