百晓学者学者目录

李彦胜

博士生导师、博导、教授、硕士生导师、硕导，武汉大学

精选作品

期刊论文

2026

视觉—语言模型混合度量学习驱动的小样本遥感图像场景分类

孙悦，吴宇宁，李彦胜

《遥感学报》

2026

MapGlue: Multimodal remote sensing image matching

Peihao Wu, Yong-Xiang Yao, Wen-Fei Zhang, Dong Wei, Y. Wan, Haoyu Guo, Yansheng Li, Yong-Jun Zhang

Isprs Journal of Photogrammetry and Remote Sensing

DOI

2026

Parameter-Efficient Local-Context Cooperation via Vision Foundation Models for UHR Remote Sensing Image Segmentation

Qi Li, Chunxiao Chen, Jiaxin Cai, J Y Huang, Yansheng Li, Wenxi Liu

IEEE Transactions on Geoscience and Remote Sensing

DOI

2026

CSSL: High-Fidelity Pansharpening via Compressed Solution Space Learning

Biyun Xu, Yan Zheng, Suleman Mazhar, Chenglong Xu, Zhenghua Huang, Yansheng Li

IEEE Transactions on Geoscience and Remote Sensing

DOI

2026

MDLM: Mining Deep Subspace Prior With Low-Rank Difference Minimization for Multispectral Pansharpening

Guoxia Xu, Rui Zhang, Tianxiang Dai, Lizhen Deng, Yansheng Li, Hu Zhu

IEEE Transactions on Geoscience and Remote Sensing

DOI

2026

Spatially Anisotropic Reasoning Network for Remote Sensing Scene Graph Generation

Wenbin Wang, Yiheng Chen, Hang Sun, Dong Ren, Yansheng Li

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

“遥感地理空间图谱建模与复杂场景智能解译”专栏导言

杨晓梅，孟瑜，杜世宏，明冬萍，李彦胜，王志华

《地球信息科学学报》

2025

基于遥感学科教学垂域大模型的个性化教学模式

李彦胜，孟庆祥，张永军

《测绘通报》

DOI

2025

基于人工智能多主体协同的教学质量评估模型研究

孟庆祥，李彦胜，龚龑，桂志鹏，卢冰

《测绘通报》

DOI

2025

遥感时空知识图谱驱动的自然资源要素变化图斑智能净化

李彦胜，钟振宇，孟庆祥，毛之典，党博，王涛，冯苑君，张永军

《地球信息科学学报》

2025

Unleashing the potential of remote sensing foundation models via bridging data and computility islands

Yansheng Li, Jie-Yi Tan, Bo Dang, Mang Ye, S. Bartalev, Stanislav Shinkarenko, Linlin Wang, Ying-Ying Zhang, Lixiang Ru, Xin Guo, Liangqi Yuan, Lei Yu, Jing-Dong Chen, Ming-yue Yang, J. Marcato, Yong-Jun Zhang

Innovation (Cambridge (Mass.))

DOI

2025

Deep learning change detection techniques for optical remote sensing imagery: Status, perspectives and challenges

Daifeng Peng, Xueliang Liu, Yongjun Zhang, Haiyan Guan, Yansheng Li, L. Bruzzone

International Journal of Applied Earth Observation and Geoinformation

DOI

2025

Multi-Resolution SAR and Optical Remote Sensing Image Registration Methods: A Review, Datasets, and Future Perspectives

Wen-Fei Zhang, Ruipeng Zhao, Yong-Xiang Yao, Y. Wan, Peihao Wu, Jia-Yuan Li, Yansheng Li, Yong-Jun Zhang

arXiv.org

DOI

2025

SkySense V2: A Unified Foundation Model for Multi-Modal Remote Sensing

Ying-Ying Zhang, Lixiang Ru, Kang Wu, Lei Yu, Lei Liang, Yansheng Li, Jing-Dong Chen

IEEE International Conference on Computer Vision

DOI

2025

Wholly-WOOD: Wholly Leveraging Diversified-Quality Labels for Weakly-Supervised Oriented Object Detection

Yi Yu, Xue Yang, Yansheng Li, Zhen-Jun Han, Fei-Peng Da, Jun-Chi Yan

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2025

PointOBB-v3: Expanding Performance Boundaries of Single Point-Supervised Oriented Object Detection

Pei-Yuan Zhang, Junwei Luo, Xue Yang, Yi Yu, Qingyun Li, Yue Zhou, Xiao-Song Jia, Xudong Lu, Jing-Dong Chen, Xiang Li, Jun-Chi Yan, Yansheng Li

International Journal of Computer Vision

DOI

2025

When Large Vision-Language Model Meets Large Remote Sensing Imagery: Coarse-to-Fine Text-Guided Token Pruning

Junwei Luo, Ying-Ying Zhang, Xue Yang, Kang Wu, Qi Zhu, Lei Liang, Jing-Dong Chen, Yansheng Li

IEEE International Conference on Computer Vision

DOI

2025

Towards Privacy-preserved Pre-training of Remote Sensing Foundation Models with Federated Mutual-Guidance Learning

Jieyi Tan, Chengwei Zhang, Bo Dang, Yansheng Li

IEEE/CVF International Conference on Computer Vision (ICCV)

DOI

2025

CCSFuse: Collaborative Compensation and Selective Fusion for UAV-Based RGB-IR Object Detection

Tao Zhang, Ruitao Lu, Xiaogang Yang, Dingwen Zhang, Yansheng Li, Xueli Xie, Yunsong Li

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

知识图谱约束深度网络的高分辨率遥感影像场景分类

李彦胜，吴敏郎，张永军

《测绘学报》

2024

多模态遥感基础大模型：研究现状与未来展望

张永军，李彦胜，党博，武康，郭昕，王剑，陈景东，杨铭

《测绘学报》

2024

地学知识图谱引导的遥感影像语义分割

李彦胜，武康，欧阳松，杨坤，李和平，张永军

《遥感学报》

2024

AllSpark: a multimodal spatiotemporal general model

Run Shao, Cheng Yang, Qiujun Li, Qing Zhu, Yongjun Zhang, Yansheng Li, Yu Liu, Yong Tang, Da-Peng Liu, Shizhong Yang, Jia-Yi Ma, Haifeng Li

arXiv.org

DOI

2024

AUG: A New Dataset and An Efficient Model for Aerial Image Urban Scene Graph Generation

Yansheng Li, Kun Li, Yongjun Zhang, Linlin Wang, Ding-Wen Zhang

arXiv.org

DOI

2024

SkySenseGPT: A Fine-Grained Instruction Tuning Dataset and Model for Remote Sensing Vision-Language Understanding

Junwei Luo, Zhen Pang, Yongjun Zhang, Tingzhu Wang, Linlin Wang, Bo Dang, Jiang-Wei Lao, Jian Wang, Jing-Dong Chen, Yihua Tan, Yansheng Li

arXiv.org

DOI

2024

Bridging Data Islands: Geographic Heterogeneity-Aware Federated Learning for Collaborative Remote Sensing Semantic Segmentation

Jie-Yi Tan, Yansheng Li, S. Bartalev, Bo Dang, Wei Chen, Yongjun Zhang, Liangqi Yuan

arXiv.org

DOI

2024

A disparity‐aware Siamese network for building change detection in bi‐temporal remote sensing images

Yansheng Li, Xinwei Li, Wei Chen, Yong-Jun Zhang

Photogrammetric Record

DOI

2024

Fine-Grained Scene Graph Generation via Sample-Level Bias Prediction

Yansheng Li, Tingzhu Wang, Kang Wu, Linlin Wang, Xin Guo, Wenbin Wang

European Conference on Computer Vision

DOI

2024

Parameter-Efficient Complementary Expert Learning for Long-Tailed Visual Recognition

Lixiang Ru, Xin Guo, Lei Yu, Ying-Ying Zhang, Jiang-Wei Lao, Jian Wang, Jing-Dong Chen, Yansheng Li, Ming Yang

ACM Multimedia

DOI

2024

SkySense: A Multi-Modal Remote Sensing Foundation Model Towards Universal Interpretation for Earth Observation Imagery

Xin Guo, Jiangwei Lao, Bo Dang, Yingying Zhang, Lei Yu, Lixiang Ru, Liheng Zhong, Ziyuan Huang, Kang Li Wu, Dingxiang Hu, Huimei He, Jian Wang, Jingdong Chen, Ming Yang, Yongjun Zhang, Yansheng Li

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2024

GLH-Water: A Large-Scale Dataset for Global Surface Water Detection in Large-Size Very-High-Resolution Satellite Imagery

Yansheng Li, Bo Dang, Wanchun Li, Yongjun Zhang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2024

PointOBB: Learning Oriented Object Detection via Single Point Supervision

Junwei Luo, Xue Yang, Yi Yu, Qingyun Li, Junchi Yan, Yansheng Li

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2024

ResMatch: Residual Attention Learning for Feature Matching

Yuxin Deng, Kaining Zhang, Shihua Zhang, Yansheng Li, Jiayi Ma

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2024

Scene Graph-Aware Hierarchical Fusion Network for Remote Sensing Image Retrieval With Text Feedback

Fei Wang, Xianzhang Zhu, Xiaojian Liu, Yongjun Zhang, Yansheng Li

IEEE Transactions on Geoscience and Remote Sensing

DOI

2023

遥感知识图谱创建及其典型场景应用技术

张永军，王飞，李彦胜，欧阳松，魏东，刘晓建，孔德宇，陈瑞贤，张斌

《遥感学报》

2022

定量遥感与机器学习能够融合吗？

龚健雅，李彦胜

《地球科学》

2022

智能遥感深度学习框架与模型设计

龚健雅，张觅，胡翔云，张展，李彦胜，姜良存

《测绘学报》

2022

耦合知识图谱和深度学习的新一代遥感影像解译范式

李彦胜，张永军

《武汉大学学报(信息科学版)》

2022

高分辨率遥感影像场景智能理解

李彦胜

2022

利用知识图谱的国土资源数据管理与检索研究

张永军，程鑫，李彦胜，王飞，刘晓健，吴文品

《武汉大学学报(信息科学版)》

2022

Dark Spot Detection from SAR Images Based on Superpixel Deeper Graph Convolutional Network

Xiaojian Liu, Yansheng Li, Xinyi Liu, Huimin Zou

Remote Sensing

DOI

2021

多源卫星影像的摄影测量遥感智能处理技术框架与初步实践

张永军，万一，史文中，张祖勋，李彦胜，季顺平，郭浩宇，李礼

《测绘学报》

2021

弱监督深度语义分割网络的多源遥感影像水体检测

李鑫伟，李彦胜，张永军

《中国图象图形学报》

2021

Weakly supervised deep semantic segmentation network for water body extraction based on multi-source remote sensing imagery

Xinwei Li, Yansheng Li, Yongjun Zhang

Journal of Image and Graphics

DOI

2020

联合稳健跨域映射和渐进语义基准修正的零样本遥感影像场景分类

李彦胜，孔德宇，张永军，季铮，肖锐

《测绘学报》

2019

一种基于非对称决策融合的行人检测方法

孙妍，谭毅华，李彦胜，田金文

《计算机与数字工程》

2019

Exemplar-Based Recursive Instance Segmentation With Application to Plant Image Analysis

Jin-Gang Yu, Yansheng Li, Changxin Gao, Hongxia Gao, Gui-Song Xia, Zhu Liang Yu, Yuanqing Li

IEEE Transactions on Image Processing

DOI

2017

基于视觉显著性和目标置信度的红外车辆检测技术

齐楠楠，姜鹏飞，李彦胜，谭毅华

《红外与激光工程》

2017

遥感科学与技术专业的MATLAB课程建设与实践

李彦胜

《教育现代化》

2015

生物视觉感知启发下的目标检测与识别技术研究

李彦胜

《华中科技大学》

2015

基于小波变换的综合型高分辨率SAR图像滤波算法

李情芸，谭毅华，李彦胜

《计算机与数字工程》

2015

Aircraft Detection in High-Resolution SAR Images Based on a Gradient Textural Saliency Map

Yihua Tan, Qingyun Li, Yansheng Li, Jinwen Tian

Sensors

DOI

预印本

2026

Urban Socio-Semantic Segmentation with Vision-Language Reasoning

Yu Wang, Yi Wang, Rui Dai, Yujie Wang, Kaikui Liu, Xiangxiang Chu, Yansheng Li

arXiv preprint

2026

EO-WM: A Physically Informed World Model for Probabilistic Earth Observation Forecasting

Junwei Luo, Shuai Yuan, Zhenya Yang, Yansheng Li, Zhe Liu, Hengshuang Zhao

arXiv preprint

2026

T-STAR: A Large-Scale Benchmark for Spatio-Temporal Panoptic Scene Graph Generation in Satellite Video

Linlin Wang, Xue Yang, Zhihuang Zhou, Zhenyu Zhong, Ruiyuan Zhang, Yansheng Li

arXiv preprint

2026

Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing

Fengxiang Wang, Jiangnan Huang, Mingshuo Chen, Yueying Li, Yang Shi, Junwei Luo, Haoyu Wang, Yansheng Li, Jing Zhang, Haiyan Zhao, Wenjing Yang

arXiv preprint

2026

Urbex: Agentic Spatial Grounding for City-Scale 3D Scenes

Yu Wang, Rui Dai, Wei Chen, Yi Wang, Bo Dang, Kaikui Liu, Xiangxiang Chu, Yansheng Li

arXiv preprint

2025

MEET: A Million-Scale Dataset for Fine-Grained Geospatial Scene Classification with Zoom-Free Remote Sensing Imagery

Yansheng Li, Yuning Wu, Gong Cheng, Chao Tao, Bo Dang, Yu Wang, Jiahao Zhang, Chuge Zhang, Yiting Liu, Xu Tang, Jiayi Ma, Yongjun Zhang

arXiv preprint

2025

HoliTracer: Holistic Vectorization of Geographic Objects from Large-Size Remote Sensing Imagery

Yu Wang, Bo Dang, Wanchun Li, Wei Chen, Yansheng Li

arXiv preprint

2024

STAR: A First-Ever Dataset and A Large-Scale Benchmark for Scene Graph Generation in Large-Size Satellite Imagery

Yansheng Li, Linlin Wang, Tingzhu Wang, Xue Yang, Junwei Luo, Qi Wang, Youming Deng, Wenbin Wang, Xian Sun, Haifeng Li, Bo Dang, Yongjun Zhang, Yi Yu, Junchi Yan

arXiv preprint

2023

Learning to Holistically Detect Bridges from Large-Size VHR Remote Sensing Imagery

Yansheng Li, Junwei Luo, Yongjun Zhang, Yihua Tan, Jin-Gang Yu, Song Bai

arXiv preprint

2022

Progressive Learning with Cross-Window Consistency for Semi-Supervised Semantic Segmentation

Bo Dang, Yansheng Li, Yongjun Zhang, Jiayi Ma

arXiv preprint

2022

EHSNet: End-to-End Holistic Learning Network for Large-Size Remote Sensing Image Semantic Segmentation

Wei Chen, Yansheng Li, Dang, Bo, Yongjun Zhang

arXiv (Cornell University)

DOI

2022

Hierarchical Memory Learning for Fine-Grained Scene Graph Generation

Youming Deng, Yansheng Li, Yongjun Zhang, Xiang Xiang, Jian Wang, Jingdong Chen, Jiayi Ma

arXiv preprint

DOI

2020

Collaboratively boosting data-driven deep learning and knowledge-guided ontological reasoning for semantic segmentation of remote sensing imagery

Yansheng Li, Song Ouyang, Yongjun Zhang

arXiv preprint

研究方向

计算机视觉

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