百晓学者学者目录

张兵

副教授、博士生导师、教授、硕士生导师,江苏大学

精选作品

期刊论文

2026

A solid-state system for controllable hydrogen release: ammonia borane encapsulated in a catalyst-loaded graphene aerogel.

Xueke Jiao, Li-Li Zhang, Jinzhan Li, Na Qin, Keping Ding, Qing Gao, Siyi Wang, Ya-Fei Zhao, Bing Zhang

Journal of Colloid and Interface Science

2026

Simultaneous Surface and Interlayer Engineering of NiFe LDH via a Facile Anionic Surfactant Incorporation for Stable Ampere-Level Seawater Oxidation.

Vahid Daneshvariesfahlan, Yifei Xu, Shengyu Ma, Ping Xu, Qiang Fu, Yuming Huang, Bing Zhang, Mir Ghasem Hosseini, Ji-Heng Zhang, Yishen Cheng, Kaixi Wang, Bo Song

Journal of Physical Chemistry Letters

2026

Axial Sulfur Ligation Unlocks the Rigidity of p-Block Aluminum Single-Atoms for Accelerated Oxygen Reduction.

Xiaochen Wang, Meng-Ge Li, Li-Li Zhang, Bing Zhang, Chunhui Li, Ning Zhang, Hui-Shan Shang

Angewandte Chemie

2026

Im2State: Image-to-state Mamba for hyperspectral and multispectral image fusion

Chen-Yu Li, Dan-Feng Hong, Bing Zhang, Jocelyn Chanussot

Information Fusion

2025

Precisely designing asymmetrical selenium-based dual-atom sites for efficient oxygen reduction

Xiaochen Wang, Ning Zhang, Hui-Shan Shang, Hao-Jie Duan, Zhi-Yi Sun, Li-Li Zhang, Yuanting Lei, Xuan Luo, Liang Zhang, Bing Zhang, Wenxing Chen

Nature Communications

2025

Sulfide hollow ZIF-67 and NiCo-LDH heterostructure for superior asymmetric supercapacitors

Bing Li, Juan Li, Peitong Li, Ning Zhang, Huishan Shang, Bing Zhang

Journal of Alloys and Compounds

2025

High-entropy sulfide nanoflowers with multi-atomic catalytic sites for efficient nitrate-to-ammonia conversion

Yuanting Lei, Li-Li Zhang, Xiaochen Wang, Dan Wang, Ya-Fei Zhao, Bing Zhang, Ning Zhang, Huishan Shang

Chemical Science

2025

Insight into the structural reconstruction of alkaline water oxidation electrocatalysts.

Kaixi Wang, Yifei Xu, Vahid Daneshvariesfahlan, Moniba Rafique, Qiang Fu, Hang Wei, Yu-Min Zhang, Ji-Heng Zhang, Bing Zhang, Bo Song

Nanoscale

2025

Synergistic Long‐Range Interaction of Co‐Cu Dual‐Atom Sites on Hollow CeO2 Nanostructures for Bifunctional Oxygen Electrocatalysis

Li-Li Zhang, Yuanting Lei, Xiaochen Wang, Enyu Lv, Jinzhan Li, Ning Zhang, Dan Wang, Ya-Fei Zhao, Hui-Shan Shang, Bing Zhang

Advanced Functional Materials

2025

Cation–anion co-redox induced high-capacity cathode for high energy density sodium-ion batteries

Bing Zhang, Hao-Qing Ma, Feng Tao, Chengsifan Lei, Lei Zhang, C. He, Meng Huang

RSC Advances

2025

From laboratory to industrial scale: nickel-based catalysts for hydrogen evolution under highcurrent–density alkaline electrolysis

Wei-Wei Wang, Chao Chen, Zhong Liu, Qi-Xuan Zhu, Yu-Xian Xu, Zhi-Qiang Lu, Bing Zhang, Zhi-Peng Yu, Gui Xu

Rare Metals

2025

Synthesis of noble metal-free monodisperse high-entropy oxides hollow nanocubes libraries via a coordination etching strategy

Yuanting Lei, Hui-Shan Shang, Guo-Sheng Li, Li-Li Zhang, Zhi-Yi Sun, Xiaochen Wang, Ya-Fei Zhao, Xu Xiang, Zhi Zheng, Xinchang Pang, Jian-Rong Zeng, Ning Zhang, Xiang-Wen Liu, Wenxing Chen, Bing Zhang

Nature Communications

2025

Electron engineering via tensile-compressive effect in non-precious metal high-entropy alloy for pH-universal oxygen reduction

Juan Li, Yinze Yang, Ning Zhang, Di Bao, Bing Li, Peitong Li, Ya-Fei Zhao, Huishan Shang, Bing Zhang

Chemical Engineering Journal

2025

KANO: Kolmogorov-Arnold Neural Operator for Image Super-Resolution

Chen-Yu Li, Dan-Feng Hong, Bing Zhang, Zhao-Jie Pan, J. Chanussot

arXiv.org

2025

Hyperspectral imaging

Dan-Feng Hong, Chen-Yu Li, N. Yokoya, Bing Zhang, Xiuping Jia, Antonio J. Plaza, Paolo Gamba, J. Benediktsson, J. Chanussot

Nature Reviews Methods Primers

2025

UrbanSAM: Learning Invariance-Inspired Adapters for Segment Anything Models in Urban Construction

Chen-Yu Li, Dan-Feng Hong, Bing Zhang, Yuxuan Li, G. Camps-Valls, Xiao-Xiang Zhu, J. Chanussot

arXiv.org

2023

Size Effect of Cu Nanoparticles in Cu/g-C3N4 Composites on Properties for Highly Efficient Photocatalytic Reduction of CO2 to Methanol.

Huiliu Zhang, Xingzhuang Ren, Bing Zhang, Ai-Zhong Jia, Yanji Wang

ACS Applied Materials and Interfaces

2022

NonRegSRNet: A Nonrigid Registration Hyperspectral Super-Resolution Network

Ke-xin Zheng, Lian-Ru Gao, D. Hong, Bing Zhang, J. Chanussot

IEEE Transactions on Geoscience and Remote Sensing

2022

Transferable network with Siamese architecture for anomaly detection in hyperspectral images

Weiqiang Rao, Ying Qu, Lian-Ru Gao, Xu Sun, Yuan-Feng Wu, Bing Zhang

International Journal of Applied Earth Observation and Geoinformation

2022

Deep Learning in Multimodal Remote Sensing Data Fusion: A Comprehensive Review

Jia-Xin Li, D. Hong, Lian-Ru Gao, Jing Yao, Ke-xin Zheng, Bing Zhang, J. Chanussot

International Journal of Applied Earth Observation and Geoinformation

2022

Multimodal Hyperspectral Unmixing: Insights From Attention Networks

Zhu Han, D. Hong, Lian-Ru Gao, Jing Yao, Bing Zhang, J. Chanussot

IEEE Transactions on Geoscience and Remote Sensing

2022

Hyperspectral Image Stripe Detection and Correction Using Gabor Filters and Subspace Representation

Bing Zhang, Y. Aziz, Zhicheng Wang, Lina Zhuang, Michael K. Ng, Lian-Ru Gao

IEEE Geoscience and Remote Sensing Letters

2022

Siamese Transformer Network for Hyperspectral Image Target Detection

Weiqiang Rao, Lian-Ru Gao, Ying Qu, Xu Sun, Bing Zhang, J. Chanussot

IEEE Transactions on Geoscience and Remote Sensing

2022

CyCU-Net: Cycle-Consistency Unmixing Network by Learning Cascaded Autoencoders

Lian-Ru Gao, Zhu Han, D. Hong, Bing Zhang, J. Chanussot

IEEE Transactions on Geoscience and Remote Sensing

2022

Nonlocal Self-Similarity-Based Hyperspectral Remote Sensing Image Denoising With 3-D Convolutional Neural Network

Zhicheng Wang, M. Ng, Lina Zhuang, Lian-Ru Gao, Bing Zhang

IEEE Transactions on Geoscience and Remote Sensing

2021

教育生态学视域下的在线教育发展——基于共生经济视角的机理解释和对策建议

蒋惠凤,刘益平,张兵

《江苏大学学报:社会科学版》,Vol. 23, No. 5

2021

An Attention-Fused Network for Semantic Segmentation of Very-High-Resolution Remote Sensing Imagery

Xuan Yang, Shan-Shan Li, Zhengchao Chen, J. Chanussot, Xiu-Ping Jia, Bing Zhang, Baipeng Li, Pan Chen

Isprs Journal of Photogrammetry and Remote Sensing

2021

Multimodal Convolutional Neural Networks with Cross-Channel Reconstruction

D. Hong, Xin Wu, Jing Yao, Lian-Ru Gao, Bing Zhang, J. Chanussot

2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS

2021

FCCDN: Feature Constraint Network for VHR Image Change Detection

Pan Chen, D. Hong, Zhengchao Chen, Xuan Yang, Baipeng Li, Bing Zhang

Isprs Journal of Photogrammetry and Remote Sensing

2021

EvoNAS: Evolvable Neural Architecture Search for Hyperspectral Unmixing

Zhu Han, D. Hong, Lian-Ru Gao, J. Chanussot, Bing Zhang

2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS

2021

Remote Sensing Image Super-Resolution Using Novel Dense-Sampling Networks

Xiao-Yu Dong, Xu Sun, Xiu-Ping Jia, Zhi-Hong Xi, Lian-Ru Gao, Bing Zhang

IEEE Transactions on Geoscience and Remote Sensing

2021

Mask DeepLab: End-to-end image segmentation for change detection in high-resolution remote sensing images

Yan-Heng Wang, Lian-Ru Gao, D. Hong, J. Sha, Lian Liu, Bing Zhang, Xian-Hui Rong, Yong-Gang Zhang

International Journal of Applied Earth Observation and Geoinformation

2021

Extended Subspace Projection Upon Sample Augmentation Based on Global Spatial and Local Spectral Similarity for Hyperspectral Imagery Classification

Jiaochan Hu, Xueji Shen, Haoyang Yu, Xiaodi Shang, Qiandong Guo, Bing Zhang

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

2021

Ensemble-Based Information Retrieval With Mass Estimation for Hyperspectral Target Detection

Xiao-Tong Sun, Ying Qu, Lian-Ru Gao, Xu Sun, H. Qi, Bing Zhang, Ting Shen

IEEE Transactions on Geoscience and Remote Sensing

2021

An Improved Aggregated-Mosaic Method for the Sparse Object Detection of Remote Sensing Imagery

Bo-Ya Zhao, Yuan-Feng Wu, Xinran Guan, Lian-Ru Gao, Bing Zhang

Remote Sensing

2021

Union of Class-Dependent Collaborative Representation Based on Maximum Margin Projection for Hyperspectral Imagery Classification

Haoyang Yu, Xiaodi Shang, Meiping Song, Jiaochan Hu, T. Jiao, Qiandong Guo, Bing Zhang

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

2021

Revisiting Graph Convolutional Networks with Mini-Batch Sampling for Hyperspectral Image Classification

D. Hong, Lian-Ru Gao, Xin Wu, Jing Yao, Bing Zhang

Workshop on Hyperspectral Image and Signal Processing

2021

Using Low-Rank Representation of Abundance Maps and Nonnegative Tensor Factorization for Hyperspectral Nonlinear Unmixing

Lian-Ru Gao, Zhicheng Wang, Lina Zhuang, Haoyang Yu, Bing Zhang, J. Chanussot

IEEE Transactions on Geoscience and Remote Sensing

2021

Anomaly Detection for Hyperspectral Images Based on Improved Low-Rank and Sparse Representation and Joint Gaussian Mixture Distribution

Qiong Ran, Zedong Liu, Xiao-Tong Sun, Xu Sun, Bing Zhang, Qiandong Guo, Jin-Nian Wang

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

2021

Remote Sensing Image Super-Resolution Using Second-Order Multi-Scale Networks

Xiao-Yu Dong, Long-Guang Wang, Xu Sun, Xiu-Ping Jia, Lian-Ru Gao, Bing Zhang

IEEE Transactions on Geoscience and Remote Sensing

2021

A Unified Multimodal Deep Learning Framework For Remote Sensing Imagery Classification

D. Hong, Lian-Ru Gao, Xin Wu, Jing Yao, N. Yokoya, Bing Zhang

Workshop on Hyperspectral Image and Signal Processing

2021

Deep Half-Siamese Networks for Hyperspectral Unmixing

Zhu Han, D. Hong, Lian-Ru Gao, Bing Zhang, J. Chanussot

IEEE Geoscience and Remote Sensing Letters

2021

Target Detection Through Tree-Structured Encoding for Hyperspectral Images

Xiao-Tong Sun, Ying Qu, Lian-Ru Gao, Xu Sun, H. Qi, Bing Zhang, Ting Shen

IEEE Transactions on Geoscience and Remote Sensing

2021

Transferable Deep Learning from Time Series of Landsat Data for National Land-Cover Mapping with Noisy Labels: A Case Study of China

Xuemei Zhao, D. Hong, Lian-Ru Gao, Bing Zhang, J. Chanussot

Remote Sensing

2021

Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing

D. Hong, Lian-Ru Gao, Jing Yao, N. Yokoya, J. Chanussot, U. Heiden, Bing Zhang

IEEE Transactions on Neural Networks and Learning Systems

2021

Multiscale Residual Network With Mixed Depthwise Convolution for Hyperspectral Image Classification

Hongmin Gao, Yao Yang, Chen-Ming Li, Lian-Ru Gao, Bing Zhang

IEEE Transactions on Geoscience and Remote Sensing

2021

SpectralFormer: Rethinking Hyperspectral Image Classification With Transformers

D. Hong, Zhu Han, Jing Yao, Lian-Ru Gao, Bing Zhang, A. Plaza, J. Chanussot

IEEE Transactions on Geoscience and Remote Sensing

2020

Three-Dimensional Phthalocyanine Metal-Catecholates for High Electrochemical Carbon Dioxide Reduction

Joohoon, Kang, Nikita Hanikel, Bing Zhang

2020

Neighborhood Activity-Driven Representation for Hyperspectral Imagery Classification

Haoyang Yu, Xiao Zhang, Chunyan Yu, Lian-Ru Gao, Bing Zhang

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

2020

More Diverse Means Better: Multimodal Deep Learning Meets Remote-Sensing Imagery Classification

D. Hong, Lian-Ru Gao, N. Yokoya, Jing Yao, J. Chanussot, Q. Du, Bing Zhang

IEEE Transactions on Geoscience and Remote Sensing

2020

A Background Refinement Collaborative Representation Method with Saliency Weight for Hyperspectral Anomaly Detection

Z. Hou, Wei Li, Lian-Ru Gao, Bing Zhang, Peng-Ge Ma, Jun-Ling Sun

IEEE International Geoscience and Remote Sensing Symposium

2020

Graph Convolutional Networks for Hyperspectral Image Classification

D. Hong, Lian-Ru Gao, Jing Yao, Bing Zhang, A. Plaza, J. Chanussot

IEEE Transactions on Geoscience and Remote Sensing

2020

Learning Locality-Constrained Sparse Coding for Spectral Enhancement of Multispectral Imagery

D. Hong, Xin Wu, Lian-Ru Gao, Bing Zhang, J. Chanussot

IEEE Geoscience and Remote Sensing Letters

2020

Hyperspectral Nonlinear Unmixing by Using Plug-and-Play Prior for Abundance Maps

Zhicheng Wang, Lina Zhuang, Lian-Ru Gao, Andrea Marinoni, Bing Zhang, M. Ng

Remote Sensing

2020

SLCRF: Subspace Learning With Conditional Random Field for Hyperspectral Image Classification

Yun Cao, J. Mei, Yue-Bin Wang, Liqiang Zhang, Junhuan Peng, Bing Zhang, Li-Hua Li, Yibo Zheng

IEEE Transactions on Geoscience and Remote Sensing

2020

Nonlinear hyperspectral unmixing algorithm based on deep autoencoder networks

Zhu Han, Lian-Ru Gao, Bing Zhang, Xu Sun, Qing-Ting Li

National Remote Sensing Bulletin

2020

Coupled Convolutional Neural Network With Adaptive Response Function Learning for Unsupervised Hyperspectral Super Resolution

Ke-xin Zheng, Lian-Ru Gao, Wen-Zhi Liao, D. Hong, Bing Zhang, X. Cui, J. Chanussot

IEEE Transactions on Geoscience and Remote Sensing

2020

An Cnn-Based Operational Approach For Land Cover Mapping in China

Xuemei Zhao, Lian-Ru Gao, Zhengchao Chen, Bing Zhang

IOP Conference Series: Earth and Environment

2019

Separable-spectral convolution and inception network for hyperspectral image super-resolution

Ke-xin Zheng, Lian-Ru Gao, Qiong Ran, X. Cui, Bing Zhang, Wen-Zhi Liao, Sen Jia

International Journal of Machine Learning and Cybernetics

2019

FPGA implementation of a maximum simplex volume algorithm for endmember extraction from remotely sensed hyperspectral images

Cong Li, Lian-Ru Gao, A. Plaza, Bing Zhang

Journal of Real-Time Image Processing

2019

Hyperspectral images classification with convolutional neural network and textural feature using limited training samples

Wudi Zhao, Shan-Shan Li, An Li, Bing Zhang, Yu Li

Remote Sensing Letters

2019

Large-scale Landsat image classification based on deep learning methods

Xuemei Zhao, Lian-Ru Gao, Zhengchao Chen, Bing Zhang, Wen-Zhi Liao

APSIPA Transactions on Signal and Information Processing

2019

Automatic Detection of Track and Fields in China from High-Resolution Satellite Images Using Multi-Scale-Fused Single Shot MultiBox Detector

Zhengchao Chen, Kai-Xuan Lu, Lian-Ru Gao, Baipeng Li, Jianwei Gao, Xuan Yang, Mufeng Yao, Bing Zhang

Remote Sensing

2019

Water Body Extraction from Very High Spatial Resolution Remote Sensing Data Based on Fully Convolutional Networks

Liwei Li, Zhi Yan, Q. Shen, Gang Cheng, Lian-Ru Gao, Bing Zhang

Remote Sensing

2019

Bilinear normal mixing model for spectral unmixing

Wenfei Luo, Lian-Ru Gao, Ruihao Zhang, Andrea Marinoni, Bing Zhang

IET Image Processing

2019

Self-Supervised Feature Learning With CRF Embedding for Hyperspectral Image Classification

Yue-Bin Wang, J. Mei, Liqiang Zhang, Bing Zhang, Pan-Pan Zhu, Yang Li, Xingang Li

IEEE Transactions on Geoscience and Remote Sensing

2019

Building Extraction from High-Resolution Aerial Imagery Using a Generative Adversarial Network with Spatial and Channel Attention Mechanisms

Xuran Pan, Fan Yang, Lian-Ru Gao, Zhengchao Chen, Bing Zhang, Hairui Fan, Jin-Chang Ren

Remote Sensing

2019

Multiscale Spatial-Spectral Convolutional Network with Image-Based Framework for Hyperspectral Imagery Classification

X. Cui, Ke-xin Zheng, Lian-Ru Gao, Bing Zhang, Dong Yang, Jin-Chang Ren

Remote Sensing

2018

CNN-based Large Scale Landsat Image Classification

Xuemei Zhao, Lian-Ru Gao, Zhengchao Chen, Bing Zhang, Wen-Zhi Liao

Asia-Pacific Signal and Information Processing Association Annual Summit and Conference

2018

A real-time unsupervised background extraction-based target detection method for hyperspectral imagery

Cong Li, Lian-Ru Gao, Yuan-Feng Wu, Bing Zhang, J. Plaza, A. Plaza

Journal of Real-Time Image Processing

2018

Integrating Spatial Information in the Normalized P-Linear Algorithm for Nonlinear Hyperspectral Unmixing

Maofeng Tang, Lian-Ru Gao, Andrea Marinoni, P. Gamba, Bing Zhang

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

2018

Self-Supervised Low-Rank Representation (SSLRR) for Hyperspectral Image Classification

Yue-Bin Wang, J. Mei, Liqiang Zhang, Bing Zhang, Anjian Li, Yibo Zheng, Pan-Pan Zhu

IEEE Transactions on Geoscience and Remote Sensing

2018

An Improved Spatial and Temporal Reflectance Unmixing Model to Synthesize Time Series of Landsat-Like Images

Jianhang Ma, Wenjuan Zhang, Andrea Marinoni, Lian-Ru Gao, Bing Zhang

Remote Sensing

2018

Multisource Remote Sensing Data Classification Based on Convolutional Neural Network

Xiaodong Xu, Wei Li, Qiong Ran, Q. Du, Lian-Ru Gao, Bing Zhang

IEEE Transactions on Geoscience and Remote Sensing

2018

Impervious Surface Extraction From Multispectral Images via Morphological Attribute Profiles Based on Spectral Analysis

Changyun Zhu, Jun Li, Shao-Quan Zhang, Chang-Shan Wu, Bing Zhang, Lian-Ru Gao, A. Plaza

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

2018

Dense Pyramid Network for Semantic Segmentation of High Resolution Aerial Imagery

Xuran Pan, Lian-Ru Gao, Bing Zhang, F. Yang, Wen-Zi Liao

International Conference on Advances in Brain Inspired Cognitive Systems

2018

Semantic Labeling of High Resolution Aerial Imagery and LiDAR Data with Fine Segmentation Network

Xuran Pan, Lian-Ru Gao, Andrea Marinoni, Bing Zhang, F. Yang, P. Gamba

Remote Sensing

2018

Deep Learning for Fusion of APEX Hyperspectral and Full-Waveform LiDAR Remote Sensing Data for Tree Species Mapping

Wen-Zhi Liao, F. V. Van Coillie, Lian-Ru Gao, Liwei Li, Bing Zhang, J. Chanussot

IEEE Access

2018

Multiharmonic Postnonlinear Mixing Model for Hyperspectral Nonlinear Unmixing

Maofeng Tang, Bing Zhang, Andrea Marinoni, Lian-Ru Gao, P. Gamba

IEEE Geoscience and Remote Sensing Letters

2018

Constraint Non-Negative Matrix Factorization With Sparseness and Piece wise Smoothness for Hyperspectral Unmixing

Xu Sun, Qian Peng, Bing Zhang, Lian-Ru Gao, Li-Na Yang

Workshop on Hyperspectral Image and Signal Processing

2018

Multi-Losses Function Based Convolution Neural Network for Single Hyperspectral Image Super-Resolution

Ke-xin Zheng, Lian-Ru Gao, Bing Zhang, X. Cui

International Workshop on Earth Observation and Remote Sensing Applications

2017

Compressive Sensing for Reconstruction, Classification, and Detection of Hyperspectral Images

Bing Zhang, Wei Li, Lian-Ru Gao, Xu Sun

2017

Hyperspectral image compression based on online learning spectral features dictionary

W. Jifara, Feng Jiang, Bing Zhang, Huapeng Wang, Jinsong Li, A. Grigorev, Shaohui Liu

Multimedia tools and applications

2017

Multiscale Superpixel-Level Subspace-Based Support Vector Machines for Hyperspectral Image Classification

Haoyang Yu, Lian-Ru Gao, Wen-Zhi Liao, Bing Zhang, A. Pižurica, W. Philips

IEEE Geoscience and Remote Sensing Letters

2017

Optimized Kernel Minimum Noise Fraction Transformation for Hyperspectral Image Classification

Lian-Ru Gao, Bin Zhao, Xiu-Ping Jia, Wen-Zi Liao, Bing Zhang

Remote Sensing

2017

A New Low-Rank Representation Based Hyperspectral Image Denoising Method for Mineral Mapping

Lian-Ru Gao, Dan Yao, Qing-Ting Li, Lina Zhuang, Bing Zhang, J. Bioucas-Dias

Remote Sensing

2017

Dimensionality Reduction of Hyperspectral Image with Graph-Based Discriminant Analysis Considering Spectral Similarity

Fu-Biao Feng, Wei Li, Q. Du, Bing Zhang

Remote Sensing

2016

GPU implementation of ant colony optimization-based band selections for hyperspectral data classification

Jianwei Gao, Zhengchao Chen, Lian-Ru Gao, Bing Zhang

Workshop on Hyperspectral Image and Signal Processing

2016

Spectral-Spatial Hyperspectral Image Classification Using Subspace-Based Support Vector Machines and Adaptive Markov Random Fields

Haoyang Yu, Lian-Ru Gao, Jun Li, Shan-Shan Li, Bing Zhang, J. Benediktsson

Remote Sensing

2015

An Endmember Extraction Method Based on Artificial Bee Colony Algorithms for Hyperspectral Remote Sensing Images

Xu Sun, Li-Na Yang, Bing Zhang, Lian-Ru Gao, Jianwei Gao

Remote Sensing

2015

Graphics processing unit–accelerated computation of the Markov random fields and loopy belief propagation algorithms for hyperspectral image classification

Yuan-Feng Wu, Jun Li, Lian-Ru Gao, Xu Tan, Bing Zhang

2015

Adjusted Spectral Matched Filter for Target Detection in Hyperspectral Imagery

Lian-Ru Gao, Bin Yang, Q. Du, Bing Zhang

Remote Sensing

2015

Embedded GPU implementation of anomaly detection for hyperspectral images

Yuan-Feng Wu, Lian-Ru Gao, Bing Zhang, Bin Yang, Zhengchao Chen

SPIE Remote Sensing

2015

Subspace-Based Support Vector Machines for Hyperspectral Image Classification

Lian-Ru Gao, Jun Li, M. Khodadadzadeh, A. Plaza, Bing Zhang, Zhijian He, Hui Yan

IEEE Geoscience and Remote Sensing Letters

2014

A quantitative and comparative analysis of different preprocessingimplementations of DPSO: a robust endmember extraction algorithm. SoftComputing

Lina Zhuang, Bing Zhang, Xu Sun, Lian-Ru Gao, Yuan-Feng Wu

2014

A dual mode FPGA implementation of real-time target detection for hyperspectral imagery

Bin Yang, Min-Hua Yang, Lian-Ru Gao, Bing Zhang

International Workshop on Earth Observation and Remote Sensing Applications

2013

Hyperspectral image clustering method based on Artificial Bee Colony algorithm

Xu Sun, Li-Na Yang, Bing Zhang, Lian-Ru Gao, Liang Zhang

International Conference on Advanced Computational Intelligence

2013

Superpixel-based Markov random field for classification of hyperspectral images

Shan-Shan Li, Xiu-Ping Jia, Bing Zhang

IEEE International Geoscience and Remote Sensing Symposium

2013

A Comparative Study on Linear Regression-Based Noise Estimation for Hyperspectral Imagery

Lian-Ru Gao, Q. Du, Bing Zhang, Wei Yang, Yuan-Feng Wu

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

2013

GPUs for parallel on-board hyperspectral image radiometric normalization

Yuan-Feng Wu, Bing Zhang, Haina Zhao, Jianwei Gao, L. Ni, Wei Yang

Defense, Security, and Sensing

2013

Optimising the use of hyperspectral and multispectral data for regional crop classification

L. Ni, Bing Zhang, Lian-Ru Gao, Shan-Shan Li, Yuan-Feng Wu

Defense, Security, and Sensing

2012

A comparative study on noise estimation for hyperspectral imagery

Lian-Ru Gao, Q. Du, Wei Yang, Bing Zhang

Workshop on Hyperspectral Image and Signal Processing

2012

Feature-level fusion of multiple target detection results in hyperspectral image based on RX detector

Xu Sun, Bing Zhang, Li-Na Yang, Lian-Ru Gao, Wenjuan Zhang

Defense + Commercial Sensing

2012

GPU implementation of Ant Colony Optimization algorithm for endmember extraction from hyperspectral image

Jianwei Gao, Lian-Ru Gao, Xu Sun, Yuan-Feng Wu, Bing Zhang

Workshop on Hyperspectral Image and Signal Processing

2012

An Innovative Method of Endmember Extraction of Hyperspectral Remote Sensing Image Using Elitist Ant System (EAS)

Xu Sun, Bing Zhang, Lian-Ru Gao, Li-Na Yang

International Conference on E-Business and E-Government

2012

A target segmentation algorithm based on multivariate statistics and RX anomaly detection

Qiandong Guo, Bing Zhang, Lian-Ru Gao, Xu Sun, Wenjuan Zhang

Defense + Commercial Sensing

2012

DSP design for real-time hyperspectral target detection based on spatial-spectral information extraction

Wei Yang, Bing Zhang, Lian-Ru Gao, Yuan-Feng Wu

Defense + Commercial Sensing

2012

[Impact analysis of atmospheric state for target detection in hyperspectral radiance image].

Bing Zhang, J. Sha, Xiang-Wei Wang, Lian-Ru Gao

Guang pu xue yu guang pu fen xi = Guang pu

2011

[A method of endmember extraction in hyperspectral remote sensing images based on discrete particle swarm optimization (D-PSO)].

Bing Zhang, Xu Sun, Lian-Ru Gao, Li-Na Yang

Guang pu xue yu guang pu fen xi = Guang pu

2010

[Independent component analysis for spectral unmixing in hyperspectral remote sensing image].

Wenfei Luo, L. Zhong, Bing Zhang, Lian-Ru Gao

Guang pu xue yu guang pu fen xi = Guang pu

2009

Image simulation based analysis for hyperspectral target detection

Lian-Ru Gao, Bing Zhang, Wenjuan Zhang, Qiong Ran

International Symposium on Multispectral Image Processing and Pattern Recognition

2009

Small objects detection of hyperspectral image in urban areas

Shan-Shan Li, Bing Zhang, Lian-Ru Gao, Xu Sun

Joint Urban Remote Sensing Event

2008

Comparison and analysis on the target detection results of hyperspectral images by the CEM and SAM\ED methods

Xiang Liu, Bing Zhang, Wenfei Luo, Lian-Ru Gao, Xia Zhang

2008

Null Subspace Analysis for Spectral Unmixing in Hyperspectral Remote Sensing

Wenfei Luo, L. Zhong, Bing Zhang

International Congress on Image and Signal Processing

2007

Information reconstruction in the cloud removing area based on multi-temporal CHRIS images

Quan-Jun Jiao, Wenfei Luo, Xue Liu, Bing Zhang

International Symposium on Multispectral Image Processing and Pattern Recognition

2007

Residual-scaled local standard deviations method for estimating noise in hyperspectral images

Lian-Ru Gao, Bing Zhang, Ran-Ting Wen, Qiong Ran

International Symposium on Multispectral Image Processing and Pattern Recognition

2007

Study on the Method for Estimating the Noise in Remote Sensing Images Based on Local Standard Deviations

Lian-Ru Gao, Bing Zhang, Xia Zhang, Shen Qian

National Remote Sensing Bulletin

2007

Analysis on hyperspectral target detection ability and target feature in different spatial resolution

Wenfei Luo, L. Zhong, Bing Zhang, Shou-Mei Luo

International Symposium on Multispectral Image Processing and Pattern Recognition

2006

A hyperspectral image compression algorithm based on wavelet transformation and fractal composition (AWFC)

Xing-Tang Hu, Bing Zhang, Xia Zhang, Lan-Fen Zheng, Q. Tong

2006

A new architecture for hyperspectral image compression based on wavelets transformation and fractal composition

Xing-Tang Hu, Bing Zhang, Xia Zhang, Fang-Chao Hu, Zheng Wei

China Symposium on Remote Sensing

2005

基于BP神经网络的江苏用电量预测模型研究

蒋惠凤,何有世,张兵,孙运全

《统计与决策》

2005

General and specific methods studying on bands selection of hyperspectral remote sensing data

Zheng Wei, Xia Zhang, Bing Zhang, Xing Li

Proceedings. 2005 IEEE International Geoscience and Remote Sensing Symposium, 2005. IGARSS '05.

2004

Classification algorithm based on spatial continuity for hyperspectral image

Xiurui Geng, Xia Zhang, Zhengchao Chen, Bing Zhang, Lan-Fen Zheng, Q. Tong

2004

OBJECT DETECTION BASED ON FEATURE EXTRACTION FROM HYPERSPECTRAL IMAGERY AND CONVEX CONE PROJECTION TRANSFORM

Bing Zhang

2003

Classification methods of the hyperspectral image based on the continuum-removed

Jiwei Bai, Xing Li, Xing-Tang Hu, Xiongfei Zhang, Yongchao Zhao, Bing Zhang, Q. Tong, Lan-Fen Zheng

SPIE Asia-Pacific Remote Sensing

2003

Spectral unmixing and image classification supported by spatial knowledge

Bing Zhang, Xia Zhang, Liang-Yun Liu, Lan-Fen Zheng, Q. Tong

SPIE Asia-Pacific Remote Sensing

2002

Natural and artificial target recognition by hyperspectral remote sensing data

Bing Zhang, Liang-Yun Liu, Yongchao Zhao, Genxing Xu, Lan-Fen Zheng, Q. Tong

SPIE Defense + Commercial Sensing

2001

Kernel adaptive filter (SRSSHF) and quality improvement method for hyperspectral imaging based on spectral dimension recognition and spatial dimension smoothing according to CSAM

Yongchao Zhao, Q. Tong, Lan-Fen Zheng, Bing Zhang, Xia Zhang, Jiwei Bai, Chuanqing Wu, Tuanjie Liu

International Symposium on Multispectral Image Processing and Pattern Recognition

2001

Hyperspectral remote sensing in China

Q. Tong, Lan-Fen Zheng, Yong-Qi Xue, Bing Zhang, Yongchao Zhao, Liang-Yun Liu

International Symposium on Multispectral Image Processing and Pattern Recognition

2001

URBAN SENSING BY HYPERSPECTRAL DATA

Lan-Fen Zheng, Q. Tong, Bing Zhang, Xing Li, Jian-Gui Liu

2000

Urban Remote Sensing Application Study Using Hyperspectal Data

Jian-Gui Liu, Bing Zhang, Lan-Fen Zheng, Q. Tong

National Remote Sensing Bulletin

1998

Classification of hyperspectral data in urban areas

Bing Zhang, Jian-Gui Liu, Xiang-Jun Wang, Chang-Shan Wu

Asia-Pacific Environmental Remote Sensing

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