Publications


In 2025


1. WSSM: GEOGRAPHIC-ENHANCED HIERARCHICAL STATE-SPACE MODEL FOR GLOBAL STATION WEATHER FORECAST
Songru Yang, Zili Liu, Zhenwei Shi and Zhengxia Zou
International Geoscience and Remote Sensing Symposium (IGARSS 2025), 2025


2. RSRefSeg: Referring Remote Sensing Image Segmentation with Foundation Models
Keyan Chen, Jiafan Zhang, Chenyang Liu, Zhengxia Zou and Zhenwei Shi
International Geoscience and Remote Sensing Symposium (IGARSS2025), 2025


3. Text-driven Physically Interpretable Face Editing
Songru Yang, Yapeng Meng, Zhenwei Shi and Zhengxia Zou.
IEEE International Conference on Multimedia and Expo AIART Workshop (ICME AIART Workshop 2025), 2025


4. 针对视觉深度学习模型的物理对抗攻击研究综述
彭振邦,张瑜,党一,陈剑奇,史振威,邹征夏
中国图象图形学报, 2025


5. Physical Adversarial Camouflage Generation in Optical Remote Sensing Images
Zhenbang Peng, Jianqi Chen, Zhenwei Shi and Zhengxia Zou
IEEE Transactions on Information Forensics and Security (TIFS), 2025


6. Transformer for Multitemporal Hyperspectral Image Unmixing
Hang Li, Qiankun Dong, Xueshuo Xie, Xia Xu, Tao Li and Zhenwei Shi.
IEEE Transactions on Image Processing (TIP), 2025


7. MFogHub: Bridging Multi-Regional and Multi-Satellite Data for Global Marine Fog Detection and Forecasting
Mengxiu Xu, Kaixin Chen, Heng Guo, Yixiang Huang, Ming Wu, Zhenwei Shi, Chuang Zhang, Jun Guo
2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025


8. Topographic Informed Kolmogorov-Arnold Neural Interpolator for Downscaling and Correcting Meteorological Fields from In-Situ Observations
Zili Liu, Hao Chen, Lei Bai, Wenyuan Li, Zhengxia Zou and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025


9. 基于强化学习数据合成的典型遥感目标检测
范天麒,邹征夏,史振威
航空学报, 2025


10. Text2Earth: Unlocking Text-driven Remote Sensing Image Generation with a Global-Scale Dataset and a Foundation Model
Chenyang Liu, Keyan Chen, Rui Zhao, Zhengxia Zou and Zhenwei Shi
IEEE Geoscience and Remote Sensing Magazine (GRSM), 2025


11. Multi-Grained Guided Diffusion for Quantity-Controlled Remote Sensing Object Generation
Zhiping Yu, Chenyang Liu, Chuyu Zhong, Zhengxia Zou and Zhenwei Shi
IEEE Geoscience and Remote Sensing Letter (GRSL), 2025


12. Unsupervised Domain Adaptation for VHR Urban Scene Segmentation via Prompted Foundation Model-Based Hybrid Training Joint-Optimized Network
Shuchang Lyu, Qi Zhao,Yaxuan Sun, Guangliang Cheng, Yiwei He, Guangbiao Wang, Jinchang Ren and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025


13. Sitcom-Crafter: A Plot-Driven Human Motion Generation System in 3D Scenes
Jianqi Chen, Panwen Hu, Xiaojun Chang, Zhenwei Shi, Michael Kampffmeyer, Xiaodan Liang
2025 International Conference on Learning Representations (ICLR), 2025


14. FIE-Net: Foreground Instance Enhancement Network for Domain Adaptation Object Detection in Remote Sensing Imagery
Jun Zhang, Xupeng Zhang, Shuai Liu, Bin Pan and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025


15. Efficient Semantic Splatting for Remote Sensing Multiview Segmentation
Zipeng Qi, Hao Chen, Haotian Zhang,Zhengxia Zou and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025


16. Heterogeneous Mixture of Experts for Remote Sensing Image Super-Resolution
Bowen Chen, Keyan Chen, Mohan Yang, Zhengxia Zou and Zhenwei Shi
IEEE Geoscience and Remote Sensing Letters (GRSL), 2025


17. M3-CR:Multiscale Multibranch Mamba for SAR-assisted Optical Image Thick Cloud Removal
Linpeng Pan, Xuedong Song, Fengying Xie, Xiaozhe Zhang, Haolin Ji and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025


18. CDMamba: Incorporating Local Clues into Mamba for Remote Sensing Image Binary Change Detection
Haotian Zhang, Keyan Chen, Chenyang Liu, Hao Chen, Zhengxia Zou, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025


19. Infrared Small Target Detection Based on Prior Guided Dense Nested Network
Chang Liu, Xuedong Song, Dianyu Yu, Linwei Qiu, Fengying Xie, Yue Zi, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025


20. RSBEV-Mamba: 3D BEV Sequence Modeling for Multiview Remote Sensing Scene Segmentation
Baihong Lin, Zhengxia Zou, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025


21. CR-Famba: A Frequency-Domain Assisted Mamba for Thin Cloud Removal in Optical Remote Sensing Imagery
Jiao Liu, Bin Pan, Zhenwei Shi
IEEE Transactions on Multimedia (TMM), 2025


22. Zero-Shot Image Harmonization with Generative Model Prior
Jianqi Chen, Zhengxia Zou, Yilan Zhang, Keyan Chen and Zhenwei Shi
IEEE Transactions on Multimedia (TMM), 2025


23. GooDFlight:Goal-Orientated Diffusion Model for Flight Trajectory Prediction
Songru Yang, Liqin Liu, Bowen Chen, Shaoyuan Cheng, Zhenwei Shi and Zhengxia Zou
IEEE Transactions on Aerospace and Electronic Systems (TAES), 2025


24. A Second Order Stationarity based Confidence Assessment Method for Temperature Forecast
Shiyu Shen, Bin Pan, Yixin Wang, Yihang Liu, Zhenwei Shi
IEEE Geoscience and Remote Sensing Letters (GRSL), 2025


25. DiffPR-Net: Few-Shot Remote Sensing Scene Classification Based on Generative Diffusion and Prototype Rectified Model
Ye Zhu, Jiaxin Han, Bin Pan, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025


26. MarsSeg: Mars Surface Semantic Segmentation with Multi-level Extractor and Connector
Junbo Li, Keyan Chen, Gengju Tian, Lu Li, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025


27. A Late-Stage Bitemporal Feature Fusion Network for Semantic Change Detection
Chenyao Zhou, Haotian Zhang, Han Guo, Zhengxia Zou, Zhenwei Shi
IEEE Geoscience and Remote Sensing Letters (GRSL), 2025


28. Exploring Fine-Grained Image-Text Alignment for Referring Remote Sensing Image Segmentation
Sen Lei, Xinyu Xiao, Tianlin Zhang, Heng-Chao Li, Zhenwei Shi, Qing Zhu
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025


29. Structural Representation-Guided GAN for Remote Sensing Cloud Removal
Jiajun Yang, Wenjing Wang, Keyan Chen, Liqin Liu, Zhengxia Zou, Zhenwei Shi
IEEE Geoscience and Remote Sensing Letters (GRSL), 2025


30. Single-Image Superresolution for RGB Remote Sensing Imagery via Multiscale CNN-Transformer Feature Fusion
Xudong Yao, Haopeng Zhang, Sizhe Wen, Zhenwei Shi, Zhiguo Jiang
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2025


31. Diffusion Models for Imperceptible and Transferable Adversarial Attack
Jianqi Chen, Hao Chen, Keyan Chen, Yilan Zhang, Zhengxia Zou, Zhenwei Shi
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025


32. MetaEarth: a Generative Foundation Model for Global-scale Remote Sensing Image Generation
Zhiping Yu, Chenyang Liu, Liqin Liu, Zhenwei Shi and Zhengxia Zou
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025


In 2024


33. MambaDS: Near-Surface Meteorological Field Downscaling with Topography Constrained Selective State Space Modeling
Zili Liu, Hao Chen, Lei Bai, Wenyuan Li, Wanli Ouyang, Zhengxia Zou and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024


34. Semantic-CC: Boosting Remote Sensing Image Change Captioning via Foundational Knowledge and Semantic Guidance
Yongshuo Zhu, Lu Li, Keyan Chen, Chenyang Liu, Fugen Zhou and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024


35. RSBEV: Multi-view Collaborative Segmentation of 3D Remote Sensing Scenes with Bird’s-Eye-View Representation
Baihong Lin, Zhengxia Zou and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024


36. Three-Dimensional Frequency-Domain Transform Network for Cross-Scene Hyperspectral Image Classification
Jun Zhang, Cheng Zhang, Shuai Liu, Zhenwei Shi and Bin Pan
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024


37. Proxy and Cross-Stripes Integration Transformer for Remote Sensing Image Dehazing
Xiaozhe Zhang, Fengying Xie, Haidong Ding, Shaocheng Yan and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024


38. SWIN-TOD: Smooth Wasserstein Distance and Instance-level Neighboring Enhancement for Remote Sensing Tiny Object Detection
Guangbiao Wang, Hongbo Zhao, Shuchang Lyu, Guangliang Cheng, Qing Chang, Wenquan Feng, Qi Zhao and Zhenwei Shi
Transactions on Geoscience and Remote Sensing (TGRS), 2024


39. Spectral-Cascaded Diffusion Model for Remote Sensing Image Spectral Super-Resolution
Bowen Chen, Liqin Liu, Chenyang Liu, Zhengxia Zou and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024


40. Weakly Supervised Adversarial Training for Remote Sensing Image Cloud and Snow Detection
Jiajun Yang, Wenyuan Li, Keyan Chen, Zili Liu, Zhenwei Shi and Zhengxia Zou
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (J-STARS), 2024


41. Deriving Accurate Surface Meteorological States at Arbitrary Locations via Observation-Guided Continuous Neural Field Modeling
Zili Liu, Hao Chen, Lei Bai, Wenyuan Li, Keyan Chen, Zhengyi Wang, Wanli Ouyang,Zhengxia Zou and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024


42. Remote Sensing Image Rectangling with Iterative Warping Kernel Self-correction Transformer
Linwei Qiu, Fengying Xie, Chang Liu, Ke Wang, Xuedong Song and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024


43. Physical Adversarial Attacks on Aerial Detection Using Feature-Aligned Expandable Textures
Yu Zhang, Jianqi Chen, Zhenbang Peng, Yi Dang, Zhenwei Shi and Zhenxia Zou
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024


44. Change-Agent: Towards Interactive Comprehensive Remote Sensing Change Interpretation and Analysis
Chenyang Liu, Keyan Chen, Haotian Zhang, Zipeng Qi and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024


45. Few-Shot Remote Sensing Novel View Synthesis with Geometry Constraint NeRF
Jiaming Kang, Keyan Chen, Zhengxia Zou and Zhenwei Shi
Guidance, Navigation and Control (GNC), 2024


46. RSMamba: Remote Sensing Image Classification with State Space Model
Keyan Chen, Bowen Chen, Chenyang Liu, Wenyuan Li, Zhengxia Zou and Zhenwei Shi
IEEE Geoscience and Remote Sensing Letters (GRSL), 2024


47. RSCaMa: Remote Sensing Image Change Captioning With State Space Model
Chenyang Liu, Keyan Chen, Bowen Chen, Haotian Zhang, Zhengxia Zou, and Zhenwei Shi
IEEE Geoscience and Remote Sensing Letters (GRSL), 2024


48. A Reversible Generative Network for Hyperspectral Unmixing with Spectral Variability
Yuyou Gao, Bin Pan, Xia Xu, Xinyu Song and Zhenwei Shi
Transactions on Geoscience and Remote Sensing (TGRS), 2024


49. Infrared Small Target Detection Based on Monogenic Signal Decomposition
Chang Liu, Fengying Xie, Linwei Qiu, Haolin Ji and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024


50. Joint Variational Inference Network for Domain Generalization
Junzheng Chu, Bin Pan, Xia Xu, Tianyang Shi, Zhenwei Shi and Tao Li
Pattern Recognition (PR), 2024


51. Digital-to-Physical Visual Consistency Optimization forAdversarial Patch Generation in Remote Sensing Scenes
Jianqi Chen, Yilan Zhang, Chenyang Liu, Keyan Chen, Zhengxia Zou and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024


52. Learning At a Glance: Towards Interpretable Data-Limited Continual Semantic Segmentation Via Semantic-Invariance Modelling
Bo Yuan, Danpei Zhao and Zhenwei Shi
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024


53. Cascaded Memory Network for Optical Remote Sensing Imagery Cloud Removal
Jiao Liu, Bin Pan and Zhenwei Shi
Transactions on Geoscience and Remote Sensing (TGRS), 2024


54. Road Graph Extraction via Transformer and Topological Representation
Yifan Zao, Zhengxia Zou and Zhenwei Shi
Transactions on Geoscience and Remote Sensing (TGRS), 2024


55. BiFA: Remote Sensing Image Change Detection With Bitemporal Feature Alignment
Zhang, Haotian and Chen, Hao and Zhou, Chenyao and Chen, Keyan and Liu, Chenyang and Zou, Zhengxia and Zhenwei Shi
Transactions on Geoscience and Remote Sensing (TGRS), 2024


56. MiSSNet: Memory-Inspired Semantic Segmentation Augmentation Network for Class-Incremental Learning in Remote Sensing Images
Jiajun Xie, Bin Pan, Xia Xu and Zhenwei Shi
Transactions on Geoscience and Remote Sensing (TGRS), 2024


57. RSPrompter: Learning to Prompt for Remote Sensing Instance Segmentation based on Visual Foundation Model
Keyan Chen, Chenyang Liu, Hao Chen, Haotian Zhang, Wenyuan Li, Zhengxia Zou and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024


58. Robust Haze and Thin Cloud Removal via Conditional Variational Autoencoders
Haidong Ding, Fengying Xie, Linwei Qiu, Xiaozhe Zhang and Zhenwei Shi
Transactions on Geoscience and Remote Sensing (TGRS), 2024


59. Generating Imperceptible and Cross-Resolution Remote Sensing Adversarial Examples Based on Implicit Neural Representations
Yu Zhang, Jianqi Chen, Liqin Liu, Keyan Chen, Zhenwei Shi and Zhengxia Zou
Transactions on Geoscience and Remote Sensing (TGRS), 2024


60. HiReNet: Hierarchical-Relation Network for Few-Shot Remote Sensing Image Scene Classification
Feng Tian, Sen Lei, Yingbo Zhou, Jialin Cheng, Guohao Liang, Zhengxia Zou, Hengchao Li and Zhenwei Shi
Transactions on Geoscience and Remote Sensing (TGRS), 2024


In 2023


61. Topology-Guided Road Graph Extraction From Remote Sensing Images
Yifan Zao, Zhengxia Zou and Zhenwei Shi
Transactions on Geoscience and Remote Sensing (TGRS), 2023


62. PETDet: Proposal Enhancement for Two-Stage Fine-Grained Object Detection
Wentao Li, Danpei Zhao, Bo Yuan, Yue Gao and Zhenwei Shi
Transactions on Geoscience and Remote Sensing (TGRS), 2023


63. Diverse Hyperspectral Remote Sensing Image Synthesis With Diffusion Models
Liqin Liu, Bowen Chen, Hao Chen, Zhengxia Zou and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023


64. Unsupervised Multimodal Remote Sensing Image Registration via Domain Adaptation
Lukui Shi, Ruiyun Zhao, Bin Pan, Zhengxia Zou and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023


65. CoI2A: Collaborative Inter-domain and Intra-domain Alignments for Multisource Domain Adaptation
Chen Lin, Zhenfeng Zhu, Shenghui Wang, Zhenwei Shi and Yao Zhao
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023


66. Continuous Cross-Resolution Remote Sensing Image Change Detection
Hao Chen, Haotian Zhang, Keyan Chen, Chenyao Zhou, Song Chen and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023


67. Dense Pixel-to-Pixel Harmonization via Continuous Image Representation
Jianqi Chen, Yilan Zhang, Zhengxia Zou, Keyan Chen and Zhenwei Shi
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023


68. Dense Pixel-to-Pixel Harmonization via Continuous Image Representation
Jianqi Chen, Yilan Zhang, Zhengxia Zou, Keyan Chen and Zhenwei Shi
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023


69. Spatio-Temporal Alignment and Track-To-Velocity Module for Tropical Cyclone Forecast
Xiaoyi Geng, Zili Liu and Zhenwei Shi
Remote Sensing (RS), 2023


70. A Decoupling Paradigm With Prompt Learning for Remote Sensing Image Change Captioning
Chenyang Liu, Rui Zhao, Jianqi Chen, Zipeng Qi, Zhengxia Zou and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023


71. UnDAT: Double-Aware Transformer for Hyperspectral Unmixing
Yuexin Duan, Xia Xu, Tao Li, Bin Pan and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023


72. An Imbalanced Discriminant Alignment Approach for Domain Adaptive SAR Ship Detection
Bin Pan, Zhehao Xu, Tianyang Shi, Tao Li and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023


73. LiCa: Label-Indicate-Conditional-Alignment Domain Generalization for Pixel-Wise Hyperspectral Imagery Classification
Zhe Gao, Bin Pan,Xia Xu,Tao Li and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023


74. Unmixing Guided Unsupervised Network for RGB Spectral Super-Resolution
Qiaoying Qu, Bin Pan,Xia Xu,Tao Li and Zhenwei Shi
IEEE Transactions on Image Processing (TIP), 2023


75. Zero-Shot Text-to-Parameter Translation for Game Character Auto-Creation
Rui Zhao, Wei Li, Zhipeng Hu, Lincheng Li, Zhengxia Zou, Zhenwei Shi and Changjie Fan
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023


76. Implicit Ray-Transformers for Multi-view Remote Sensing Image Segmentation
Zipeng Qi, Hao Chen, Chenyang Liu, Zhenwei Shi and Zhengxia Zou
Transactions on Geoscience and Remote Sensing (TGRS), 2023


77. Remote Sensing Image Synthesis via Semantic Embedding Generative Adversarial Networks
Chendan Wang, Bowen Chen, Zhengxia Zou and Zhenwei Shi
Transactions on Geoscience and Remote Sensing (TGRS), 2023


78. Inherit With Distillation and Evolve With Contrast: Exploring Class Incremental Semantic Segmentation Without Exemplar Memory
Danpei Zhao, Bo Yuan and Zhenwei Shi
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023


79. Target Detection in Hyperspectral Remote Sensing Image: Current Status and Challenges
Bowen Chen, Liqin Liu, Zhengxia Zou and Zhenwei Shi
Remote Sensing (RS), 2023


80. Continuous Remote Sensing Image Super-Resolution based on Context Interaction in Implicit Function Space
Keyan Chen, Wenyuan Li, Sen Lei, Jianqi Chen, Xiaolong Jiang, Zhengxia Zou and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023


81. Towards Convergence: A Gradient-Based Multiobjective Method With Greedy Hash for Hyperspectral Unmixing
Ruiying Li, Bin Pan, Xia Xu, Tao Li and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023


82. A Hierarchical Decoder Architecture for Multi-level Fine-grained Disaster Detection
Chenxu Wang, Danpei Zhao, Xinhu Qi, Zhuoran Liu and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023


83. Classification Matters More: Global Instance Contrast for Fine-grained SAR Aircraft Detection
Danpei Zhao, Ziqiang Chen, Yue Gao and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023


84. Object Detection in 20 Years: A Survey
Zhengxia Zou, Keyan Chen, Zhenwei Shi, Yuhong Guo and Jieping Ye
Proceedings of the IEEE (P IEEE), 2023


In 2022


85. A Bayesian Meta-learning-Based Method for Few-Shot Hyperspectral Image Classification
Jing Zhang, Liqin Liu, Rui Zhao and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2022


86. Hyperspectral Remote Sensing Image Synthesis Based on Implicit Neural Spectral Mixing Models
Liqin Liu, Zhengxia Zou and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2022


87. Resolution-agnostic Remote Sensing Scene Classification with Implicit Neural Representations
Keyan Chen, Wenyuan Li, Jianqi Chen, Zhengxia Zou and Zhenwei Shi
IEEE Geoscience and Remote Sensing Letters (GRSL), 2022


88. Hierarchical Similarity Alignment for Domain Adaptive Ship Detection in SAR Images
Jun Zhang, Simin Li, Yongfeng Dong, Bin Pan and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2022


89. Remote Sensing Image Segmentation based on Implicit 3D Scene Representation
Zipeng Qi, Zhengxia Zou, Hao Chen and Zhenwei Shi
IEEE Geoscience and Remote Sensing Letters (GRSL), 2022


90. Remote Sensing Image Change Captioning with Dual-branch Transformers: A New Method and a Large Scale Dataset
Chenyang Liu, Rui Zhao, Hao Chen, Zhengxia Zou, and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2022


91. Semantic-Aware Dense Representation Learning for Remote Sensing Image Change Detection
Hao Chen, Wenyuan Li and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2022


92. Geographical Supervision Correction for Remote Sensing Representation Learning
Wenyuan Li, Keyan Chen and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2022


93. A Multi-Objective Group Sparse Hyperspectral Unmixing Method With High Correlation Library
Yanyi Wei, Xia Xu, Bin Pan, Tao Li, and Zhenwei Shi
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2022


94. Remote Sensing Novel View Synthesis with Implicit Multiplane Representations
Yongchang Wu, Zhengxia Zou and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing(TGRS), 2022


95. Castle in the Sky: Dynamic Sky Replacement and Harmonization in Videos
Zhengxia Zou, Rui Zhao, Tianyang Shi, Shuang Qiu, and Zhenwei Shi
IEEE Transactions on Image Processing (TIP), 2022


96. Contrastive Learning for Fine-grained Ship Classification in Remote Sensing Images
Jianqi Chen, Keyan Chen, Hao Chen, Wenyuan Li, Zhengxia Zou, and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2022


97. Semantic Decoupled Representation Learning for Remote Sensing Image Change Detection
Hao Chen, Yifan Zao, Liqin Liu,Song Chen and Zhenwei Shi
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2022


98. 3D Reconstruction of Remote Sensing Mountain Areas with TSDF-Based Neural Networks
Zipeng Qi, Zhengxia Zou, Hao Chen, and Zhenwei Shi
Remote Sensing (RS), 2022


99. A Degraded Reconstruction Enhancement-based Method for Tiny Ship Detection in Remote Sensing Images with A New Large-scale Dataset
Jianqi Chen, Keyan Chen, Hao Chen, Zhengxia Zou and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2022


100. Physics-informed Hyperspectral Remote Sensing Image Synthesis with Deep Conditional Generative Adversarial Networks
Liqin Liu, Wenyuan Li, Zhenwei Shi and Zhengxia Zou
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2022


101. Dual-Branched Spatio-temporal Fusion Network for Multi-horizon Tropical Cyclone Track Forecast
Zili Liu, Kun Hao, Xiaoyi Geng, Zhengxia Zou and Zhenwei Shi
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2022


102. High-Resolution Remote Sensing Image Captioning Based on Structured Attention
Rui Zhao, Zhenwei Shi and Zhengxia Zou
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2022


103. Feedback Refined Local-Global Network for Super-Resolution of Hyperspectral Imagery
Zhenjie Tang, Qing Xu, Pengfei Wu, Zhenwei Shi, and Bin Pan
Remote Sensing (RS), 2022


104. Mining Cross-Domain Structure Affinity for Refined Building Segmentation in Weakly Supervised Constraints
Jun Zhang, Yue Liu, Pengfei Wu, Zhenwei Shi and Bin Pan
Remote Sensing (RS), 2022


105. Deep Autoencoder for Hyperspectral Unmixing via Global-Local Smoothing
Xia Xu, Xinyu Song, Tao Li, Zhenwei Shi and Bin Pan
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2022


106. Remote Sensing Image Captioning Based on Multi-Layer Aggregated Transformer
Chenyang Liu, Rui Zhao and Zhenwei Shi
IEEE Geoscience and Remote Sensing Letters (GRSL), 2022


107. Large-factor Super-resolution of Remote Sensing Images with Spectra-guided Generative Adversarial Networks
Yapeng Meng, Wenyuan Li, Sen Lei, Zhengxia Zou and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing, 2022


In 2021


108. Transformer-based Multi-Stage Enhancement for Remote Sensing Image Super-Resolution
Sen Lei, Zhenwei Shi, Wenjing Mo
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021


109. Structure-Color Preserving Network for Hyperspectral Image Super Resolution
Bin Pan, Qiaoying Qu, Xia Xu and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing, 2021


110. Tropical Cyclone Forecast Using Multitask Deep Learning Framework
Yuqiao Wu, Xiaoyi Geng, Zili Liu and Zhenwei Shi
IEEE Geoscience and Remote Sensing Letters (GRSL), 2021


111. UGCNet: An Unsupervised Semantic Segmentation Network Embedded with Geometry-Consistency for Remote Sensing Images
Danpei Zhao, Bo Yuan, Yue Gao, Xinhu Qi and Zhenwei Shi
IEEE Geoscience and Remote Sensing Letters (GRSL), 2021


112. Building Extraction from Remote Sensing Images with Sparse Token Transformers
Keyan Chen, Zhengxia Zou and Zhenwei Shi
Remote Sensing (RS), 2021


113. Stylized Neural Painting
Zhengxia Zou, Tianyang Shi, Shuang Qiu, Yi Yuan, and Zhenwei Shi
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021


114. Synergistic Attention for Ship Instance Segmentation in SAR Images
Danpei Zhao, Chunbo Zhu, Jing Qi, Xinhu Qi, Zhenhua Su and Zhenwei Shi
Remote Sensing (RS), 2021


115. Geographical Knowledge-Driven Representation Learning for Remote Sensing Images
Wenyuan Li, Keyan Chen, Hao Chen and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021


116. An All-scale Feature Fusion Network with Boundary Point Prediction for Cloud Detection
Wenjing Wang and Zhenwei Shi
IEEE Geoscience and Remote Sensing Letters (GRSL), 2021


117. An Open Set Domain Adaptation Algorithm via Exploring Transferability and Discriminability for Remote Sensing Image Scene Classification
Jun Zhang, Jiao Liu, Bin Pan, Zongqing Chen, Xia Xu and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021


118. Bayesian Constrained Energy Minimization for Hyperspectral Target Detection
Jing Zhang, Rui Zhao, Zhenwei Shi, Ning Zhang and Xinzhong Zhu
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2021


119. Hyperspectral Remote Sensing Imagery Generation From RGB Images Based on Joint Discrimination
Liqin Liu, Sen Lei, Zhenwei Shi, Ning Zhang, and Xinzhong Zhu
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2021


120. Remote Sensing Image Change Detection with Transformers
Hao Chen, Zipeng Qi, and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing, 2021


121. Semantic Segmentation of Remote Sensing Images With Self-Supervised Multitask Representation Learning
Wenyuan Li, Hao Chen, and Zhenwei Shi
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2021


122. Semantic Segmentation of Remote Sensing Image Based on Regional Self-Attention Mechanism
Danpei Zhao, Chenxu Wang, Yue Gao, Zhenwei Shi and Fengying Xie
IEEE Geoscience and Remote Sensing Letters (GRSL), 2021


123. Richer U-Net: Learning More Details for Road Detection in Remote Sensing Images
Yifan Zao and Zhenwei Shi
IEEE Geoscience and Remote Sensing Letters (GRSL), 2021


124. Hybrid-Scale Self-Similarity Exploitation for Remote Sensing Image Super-Resolution
Sen Lei and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021


125. CANet: Centerness-Aware Network for Object Detection in Remote Sensing Images
Lukui Shi, Linyi Kuang, Xia Xu, Bin Pan, and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021


126. Text to Remote Sensing Image Generation With Structured Generative Adversarial Networks
Rui Zhao, Zhenwei Shi
IEEE Geoscience and Remote Sensing Letters (GRSL), 2021


127. Adversarial Instance Augmentation for Building Change Detection in Remote Sensing Images
Hao Chen, Wenyuan Li and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021


128. Adversarial Training for Solving Inverse Problems
Zhengxia Zou, Tianyang Shi, Zhenwei Shi and Jieping Ye
IEEE Transactions on Image Processing (TIP), 2021


129. A Geographic Information-driven Method and A New Large Scale Dataset for Remote Sensing Cloud/Snow Detection
Xi Wu, Zhenwei Shi and Zhengxia Zou
ISPRS Journal of Photogrammetry and Remote Sensing (ISPRS), 2021


130. DCL-Net: Augmenting the Capability of Classification and Localization for Remote Sensing Object Detection
Enhai Liu, Yu Zheng, Bin Pan, Xia Xu and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021


In 2020


131. Scene Aggregation Network for Cloud Detection on Sensing Imagery
Xi Wu, and Zhenwei Shi
IEEE Geoscience and Remote Sensing Letters (GRSL), 2020


132. Neural Rendering for Game Character Auto-creation
Tianyang Shi, Zhengxia Zou, Zhenwei Shi, and Yi Yuan
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020


133. Simultaneously Multiobjective Sparse Unmixing and Library Pruning for Hyperspectral Imagery
Xia Xu, Bin Pan, Zongqing Chen, Zhenwei Shi and Tao Li
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2020


134. An End-to-End Network for Remote Sensing Imagery Semantic Segmentation via Joint Pixel and Representation Level Domain Adaptation
Lukui Shi, Ziyuan Wang, Bin Pan and Zhenwei Shi
IEEE Geoscience and Remote Sensing Letters (GRSL), 2020


135. Multi-Scale Methods for Optical Remote Sensing Image Captioning
Xiaofeng Ma, Rui Zhao and Zhenwei Shi
IEEE Geoscience and Remote Sensing Letters (GRSL), 2020


136. Deep Adversarial Decomposition: A Unified Framework for Separating Superimposed Images
Zhengxia Zou, Sen Lei, Tianyang Shi, Zhenwei Shi, Jieping Ye
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020


137. Deep Matting for Cloud Detection in Remote Sensing Image
Wenyuan Li, Zhengxia Zou, and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2020


138. A Spatial-Temporal Attention-Based Method and a New Dataset for Remote Sensing Image Change Detection
Hao chen, and Zhenwei Shi
Remote Sensing (RS), 2020


139. Domain Adaptation Based on Correlation Subspace Dynamic Distribution Alignment for Remote Sensing Image Scene Classification
Jun Zhang, Jiao Liu, Bin Pan and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2020


140. Semi-Supervised Center Loss for Remote Sensing Image Scene Classification
Jun Zhang, Min Zhang, Bin Pan and Zhenwei Shi
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2020


141. Multiscale Deep Spatial Feature Extraction Using Virtual RGB Image for Hyperspectral Imagery Classification
Liqin Liu, Zhenwei Shi, Bin Pan, Ning Zhang, Huanlin Luo, and Xianchao Lan
Remote Sensing, 2020


142. Do Game Data Generalize Well for Remote Sensing Image Segmentation?
Zhengxia Zou, Tianyang Shi, Wenyuan Li, Zhou Zhang and Zhenwei Shi
Remote Sensing (RS), 2020


143. DSSNet: A Simple Dilated Semantic Segmentation Network for Hyperspectral Imagery Classification
Bin Pan, Xia Xu, Zhenwei Shi, Ning Zhang, Huanlin Luo and Xianchao Lan
IEEE Geoscience and Remote Sensing Letters (GRSL), 2020


In 2019


144. Coupled Adversarial Training for Remote Sensing Image Super-resolution
Sen Lei, Zhenwei Shi and Zhengxia Zou
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2019


145. Face-to-Parameter Translation for Game Character Auto-Creation
Tianyang Shi, Yi Yuan, Changjie Fan, Zhengxia Zou, Zhenwei Shi and Yong Liu
IEEE/CVF International Conference on Computer Vision (ICCV), 2019


146. Generative Adversarial Training for Weakly Supervised Cloud Matting
Zhengxia Zou, Wenyuan Li, Zhenwei Shi, Tianyang Shi, and Jieping Ye
IEEE/CVF International Conference on Computer Vision (ICCV), 2019


147. A Classification-based Model for Multi-Objective Hyperspectral Sparse Unmixing
Xia Xu, Zhenwei Shi, Bin Pan and Xuelong Li
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2019


148. Simultaneous Super-Resolution and Segmentation for Remote Sensing Images
Sen Lei, Zhenwei Shi, Xi Wu, Bin Pan, Xia Xu and Hongxun Hao
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2019


149. Local Attention Networks for Occluded Airplane Detection in Remote Sensing Images
Min Zhou, Zhengxia Zou, Zhenwei Shi, Wen-Jun Zeng and Jie Gui
IEEE Geoscience and Remote Sensing Letters (GRSL), 2019


150. Ensemble-based Cascaded Constrained Energy Minimization for Hyperspectral Target Detection
Rui Zhao, Zhenwei Shi, Zhengxia Zou and Zhou Zhang
Remote Sensing (RS), 2019


151. Unsupervised Saliency Model with Color Markov Chain for Oil-Tank Detection
Ziming Liu, Danpei Zhao, Zhenwei Shi and Zhiguo Jiang
Remote Sensing (RS), 2019


152. Analysis for the Weakly Pareto Optimum in Multi-Objective based Hyperspectral Band Selection
Bin Pan, Zhenwei Shi and Xia Xu
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2019


In 2018


153. CoinNet: Copy Initialization Network for Multispectral Imagery Semantic Segmentation
Bin Pan, Zhenwei Shi, Xia Xu, Tianyang Shi, Ning Zhang and Xinzhong Zhu
IEEE Geoscience and Remote Sensing Letters (GRSL), 2018


154. Unsupervised Oil Tank Detection by Shape-Guide Saliency Model
Minhao Jing, Danpei Zhao, Min Zhou, Yue Gao, Zhiguo Jiang, and Zhenwei Shi
IEEE Geoscience and Remote Sensing Letters (GRSL), 2018


155. Utilizing Multilevel Features for Cloud Detection on Satellite Imagery
Xi Wu and Zhenwei Shi
Remote Sensing (RS), 2018


156. Multi-objective Based Sparse Representation Classifier for Hyperspectral Imagery Using Limited Samples
Bin Pan, Zhenwei Shi and Xia Xu
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2018


157. Robust Sparse Hyperspectral Unmixing Based on Multi-objective Optimization
Xia Xu, Liming Wang, Bin Pan and Zhenwei Shi
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2018


158. Single-Sample Aeroplane Detection in High-Resolution Optimal Remote Sensing Imagery
Bin Pan, Liming Wang, Xinran Yu and Zhenwei Shi
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2018


159. Towards Weakly Pareto Optimal: An improved Multi-Objective based Band Selection Method for Hyperspectral Imagery
Bin Pan, Liming Wang, Xia Xu and Zhenwei Shi
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2018


160. Automatic Raft Labeling for Remote Sensing Images via Dual-Scale Homogeneous Convolutional Neural Network
Tianyang Shi, Qizhi Xu, Zhengxia Zou and Zhenwei Shi
Remote Sensing (RS), 2018


161. ℓ0-based sparse hyperspectral unmixing using spectral information and a multi-objectives formulation
Xia Xu, Zhenwei Shi and Bin Pan
ISPRS Journal of Photogrammetry and Remote Sensing (ISPRS), 2018


162. Collaborative Sparse Hyperspectral Unmixing Using L0 norm
Zhenwei Shi, Tianyang Shi, Min Zhou, and Xia Xu
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2018


163. Dehazing for Multispectral Remote Sensing Images Based on a Convolutional Neural Network with the Residual Architecture
Manjun Qin, Fengying Xie, Wei Li, Zhenwei Shi, and Haopeng Zhang
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2018


In 2017


164. Hyperspectral Image Classification Based on Spectral-Spatial Cooperative Feature and Deep Forest
Mingyang Li, Ning Zhang, Bin Pan, Shaobiao Xie, Xi Wu and Zhenwei Shi
International Conference on Image and Graphics, 2017


165. Random Access Memories: A New Paradigm for Target Detection in High Resolution Aerial Remote Sensing Images
Zhengxia Zou and Zhenwei Shi
IEEE Transactions on Image Processing (TIP), 2017


166. Hashing based Hierarchical Feature Representation for Hyperspectral Imagery Classification
Bin Pan, Zhenwei Shi, Xia Xu and Yi Yang
Remote Sensing (RS), 2017


167. Robust Sparse Unmixing for Hyperspectral Imagery
Dan Wang, Zhenwei Shi, Xinrui Cui
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2017


168. A New Unsupervised Hyperspectral Band Selection Method Based on Multi-objective Optimization
Xia Xu, Zhenwei Shi and Bin Pan
IEEE Geoscience and Remote Sensing Letters (GRSL), 2017


169. Fully Convolutional Network with Task Partitioning for Inshore Ship Detection in Optical Remote Sensing Images
Haoning Lin, Zhenwei Shi and Zhengxia Zou
IEEE Geoscience and Remote Sensing Letters (GRSL), 2017


170. Long-Wave Infrared Hyperspectral Classification via an Ensemble Method
Bin Pan, Zhenwei Shi and Xia Xu
International Journal of Remote Sensing (IJRS), 2017


171. Super-Resolution for Remote Sensing Images via Local-Global-Combined Network
Sen Lei, Zhenwei Shi, and Zhengxia Zou
IEEE Geoscience and Remote Sensing Letters (GRSL), 2017


172. Multi-feature Sea-land Segmentation based on Pixel-wise Learning for Optical Remote Sensing Imagery
Dan Wang, Xinrui Cui, Fengying Xie, Zhiguo Jiang and Zhenwei Shi
International Journal of Remote Sensing (IJRS), 2017


173. Hierarchical Guidance Filtering Based Ensemble Classification for Hyperspectral Image
Bin Pan, Zhenwei Shi and Xia Xu
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2017


174. Multi-level Cloud Detection in Remote Sensing Images Based on Deep Learning
Fengying Xie, Mengyun Shi,Zhenwei Shi, Jihao Yin and Danpei Zhao
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2017


175. Can a Machine Generate Human-like Language Descriptions for a Remote Sensing Image?
Zhenwei Shi and Zhengxia Zou
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2017


176. Multi-Resolution Airport Detection via Hierarchical Reinforcement Learning Saliency Model
Danpei Zhao, Yuanyuan Ma, Zhiguo Jiang and Zhenwei Shi
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2017


177. Maritime Semantic Labeling of Optical Remote Sensing Images with Multi-Scale Fully Convolutional Network
Haoning Lin, Zhenwei Shi and Zhengxia Zou
Remote Sensing (RS), 2017


178. MugNet: Deep Learning for Hyperspectral Image Classification Using Limited Samples
Bin Pan, Zhenwei Shi and Xia Xu
ISPRS Journal of Photogrammetry and Remote Sensing (ISPRS), 2017


179. R-VCANet: A New Deep Learning-Based Hyperspectral Image Classification Method
Bin Pan, Zhenwei Shi and Xia Xu
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2017


In 2016


180. No Reference Assessment on Haze for Remote Sensing Images
Xiaoxi Pan, Fengying Xie, Zhiguo Jiang, Zhenwei Shi and Xiaoyan Luo
IEEE Geoscience and Remote Sensing Letters (GRSL), 2016


181. Hyperspectral Image Classification Based on Nonlinear Spectral-Spatial Network
Bin Pan, Zhenwei Shi, Ning Zhang, Shaobiao Xie
IEEE Geoscience and Remote Sensing Letters (GRSL), 2016


182. A Novel Spectral-Unmixing-Based Green Algae Area Estimation Method for GOCI Data
Bin Pan, Zhenwei Shi, Zhenyu An, Zhiguo Jiang and Yi Ma
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2016


183. Airplane Detection in Remote Sensing Images Based on Object Proposal
Qinhan Luo and Zhenwei Shi
2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2016


184. Collaborative Sparse Unmixing Of Hyperspectral Data Using L2,P Norm
Dan Wang, Zhenwei Shi and Wei Tang
2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2016


185. Multi-objective based Spectral Unmixing for Hyperspectral Images
Xia Xu and Zhenwei Shi
ISPRS Journal of Photogrammetry and Remote Sensing (ISPRS), 2016


186. Ship Detection in Spaceborne Optical Image with SVD Networks
Zhengxia Zou and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2016


187. Hyperspectral Image Target Detection Improvement Based on Total Variation
Shuo Yang and Zhenwei Shi
IEEE Transactions on Image Processing (TIP), 2016


In 2015


188. Quadratic Constrained Energy Minimization for Hyperspectral Target Detection
Zhengxia Zou, Zhenwei Shi, Jun Wu and Hongqiang Wang
International Geoscience and Remote Sensing Symposium (IGARSS), 2015


189. Real Time Traffic Light Detection with Adaptive Background Suppression Filter
Zhenwei Shi, Zhengxia Zou and Changshui Zhang
IEEE Transactions on Intelligent Transportation Systems (TITS), 2015


190. A hierarchical oil tank detector with deep surrounding features for high resolution optical satellite imagery
Lu Zhang, Zhenwei Shi and Jun Wu
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2015


191. Hierarchical Suppression Method for Hyperspectral Target Detection
Zhengxia Zou and Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2015


192. Panchromatic Image Processing Using Hyperspectral Unmixing Method
Zhenyu An, Zhenwei Shi, Jun Wu and Hongqiang Wang
2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2015


193. Scene learning for cloud detection on remote sensing images
Zhenyu An and Zhenwei Shi
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2015


194. Vehicle detection in remote sensing imagery based on salient information and local shape feature
Xinran Yu and Zhenwei Shi
Optik - International Journal for Light and Electron Optics, 2015


195. A novel unsupervised approach to discovering regions of interest in traffic images
Zhenyu An, Zhenwei Shi, Ying Wu and Changshui Zhang
Pattern Recognition (PR), 2015


In 2014


196. Robust Hyperspectral Image Target Detection Using An Inequality Constraint
Shuo Yang, Zhenwei Shi and Wei Tang
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2014


197. Multi-scale retinex improvement for nighttime image enhancement
Haoning Lin and Zhenwei Shi
Optik - International Journal for Light and Electron Optics (Optik), 2014


198. An inner-product based discriminative IRLS algorithm for sparse hyperspectral detection
Zhongwei Huang, Zhenwei Shi and Yun Zhang
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2014


199. Sparse Unmixing of Hyperspectral Data Using Spectral a Priori Information
Wei Tang, Zhenwei Shi, Ying Wu and Changshui Zhang
IEEE Transactions on Geoscience and Remote Sensing, 2014


200. Airplane detection based on rotation invariant and sparse coding in remote sensing images
Liu Liu and Zhenwei Shi
Optik - International Journal for Light and Electron Optics (OPTIK), 2014


201. SparseCEM and SparseACE for Hyperspectral Image Target Detection
Shuo Yang and Zhenwei Shi
IEEE Geoscience and Remote Sensing Letters (GRSL), 2014


202. An improved-SFIM fusion method based on the calibration process
Zhenyu An and Zhenwei Shi
Optik - International Journal for Light and Electron Optics, 2014


203. Hyperspectral image fusion by multiplication of spectral constraint and NMF
Zhenyu An and Zhenwei Shi
Optik - International Journal for Light and Electron Optics, 2014


204. Single image dehazing in inhomogeneous atmosphere
Zhenwei Shi, Jiao Long, Wei Tang, Changshui Zhang
Optik - International Journal for Light and Electron Optics (OPTIK), 2014


In 2013


205. Regularized simultaneous forward-backward greedy algorithm for sparse unmixing of hyperspectral data
Wei Tang, Zhenwei Shi, and Ying Wu
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2013


206. An automated airplane detection system for large panchromatic image with high spatial resolution
Zhenyu An, Zhenwei Shi, Xichao Teng, Xinran Yu, and Wei Tang
Optik - International Journal for Light and Electron Optics (OPTIK), 2013


207. Ship Detection in High-Resolution Optical Imagery Based on Anomaly Detector and Local Shape Feature
Zhenwei Shi, Xinran Yu, Zhiguo Jiang and Bo Li
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2013


208. Subspace Matching Pursuit for Sparse Unmixing of Hyperspectral Data
Zhenwei Shi, Wei Tang, Zhana Duren, and Zhiguo Jiang
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2013


209. Hyperspectral image fusion based on sparse constraint NMF
Quan Chen, Zhenwei Shi, and Zhenyu An
Optik - International Journal for Light and Electron Optics (OPTIK), 2013


210. Nonlocal Similarity Regularized Sparsity Model for Hyperspectral Target Detection
Zhongwei Huang, Zhenwei Shi and Shuo Yang
IEEE Geoscience and Remote Sensing Letters (GRSL), 2013


211. Sparse hyperspectral unmixing using an approximate L0 norm
Wei Tang, Zhenwei Shi, and Durengjan Borjigen
Optik - International Journal for Light and Electron Optics (OPTIK), 2013


212. Convex relaxation based sparse algorithm for hyperspectral target detection
Zhongwei Huang, Zhenwei Shi, Zhen Qin
Optik - International Journal for Light and Electron Optics (Optik), 2013


213. Single Remote Sensing Image Dehazing
Jiao Long, Zhenwei Shi, Wei Tang, and Changshui Zhang
IEEE Geoscience and Remote Sensing Letters (GRSL), 2013


In 2012


214. Efficient sparse unmixing analysis for hyperspectral imagery based on random projection
Zhenwei Shi, Liu Liu, Xinya Zhai, and Zhiguo Jiang
Neural Computing and Applications, 2012


215. Target detection using difference measured function based matched filter for hyperspectral imagery
Zhenwei Shi, Shuo Yang, and Zhiguo Jiang
Optik - International Journal for Light and Electron Optics (Optik), 2012


216. Non-negative Matrix Factorization for Hyperspectral Unmixing Using Prior Knowledge of Spectral Signatures
Wei Tang, Zhenwei Shi, and Zhenyu An
Optical Engineering, 2012


217. Nonnegative matrix factorization-based hyperspectral and panchromatic image fusion
Zhou Zhang and Zhenwei Shi
Neural Computing and Applications, 2012


218. Hyperspectral and panchromatic image fusion using unmixing-based constrained nonnegative matrix factorization
Zhou Zhang, Zhenwei Shi, and Zhenyu An
Optik - International Journal for Light and Electron Optics (Optik), 2012


219. A regularized non-Gaussianity based multiple-target detector for hyperspectral images
Zhenwei Shi, Shuo Yang, and Zhen Qin
Optics & Laser Technology, 2012


220. A quasi-Newton-based spatial multiple materials detector for hyperspectral imagery
Zhen Qin, Zhenwei Shi, and Zhiguo Jiang
Neural Computing and Applications, 2012


In 2011


221. Hyperspectral image fusion by the similarity measure based variational method
Zhenwei Shi, Zhenyu An, and Zhiguo Jiang
Optical Engineering (OE), 2011


222. Blind Separation of Superimposed Moved Images Using Image Statistics
Kun Gai, Zhenwei Shi, and Changshui Zhang
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2011


In 2010


223. Hybrid linear and nonlinear complexity pursuit for blind source separation
Zhenwei Shi, Hongjuan Zhang, and Zhiguo Jiang
Journal of Computational and Applied Mathematics (JCAM), 2010


224. A Hierarchical Connection Graph Algorithm for Gable-Roof Detection in Aerial Image
Qiongchen Wang, Zhiguo Jiang, Junli Yang, Danpei Zhao, and Zhenwei Shi
IEEE Geoscience and Remote Sensing Letters (GRSL), 2010


225. Robust High-order Matched Filter for Hyperspectral Target Detection
Zhenwei Shi and Shuo Yang
Electronics Letters, 2010


In 2009


226. Blind separation of superimposed images with unknown motions
Kun Gai, Zhenwei Shi, and Changshui Zhang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2009


In 2008


227. Blind source extraction for noisy mixtures by combining Gaussian moments and generalized autocorrelations
Hongjuan Zhang, Zhenwei Shi, Chonghui Guo, and Enmin Feng
Neural Processing Letters (NPL), 2008


228. Blind source extraction based on generalized autocorrelations and complexity pursuit
Hongjuan Zhang, Zhenwei Shi, and Chonghui Guo
Neurocomputing, 2008


229. A new constrained fixed-point algorithm for ordering independent components
Hongjuan Zhang, Chonghui Guo, Zhenwei Shi, and Enmin Feng
Journal of Computational and Applied Mathematics (JCAM), 2008


230. Interactive localized content based image retrieval with multiple-instance active learning
Dan Zhang, Fei Wang, Zhenwei Shi, and Changshui Zhang
Pattern Recognition (PR), 2008


231. Blindly Separating Mixtures of Multiple Layers with Spatial Shifts
Kun Gai, Zhenwei Shi, and Changshui Zhang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2008


232. Fast nonlinear autocorrelation algorithm for source separation
Zhenwei Shi and Changshui Zhang
Pattern Recognition (PR), 2008


233. Blind source separation with nonlinear autocorrelation and non-Gaussianity
Zhenwei Shi, Zhiguo Jiang, Fugen Zhou, and Jihao Yin
Journal of Computational and Applied Mathematics (JCAM), 2008


234. Unsupervised single-channel music source separation by average harmonic structure modeling
Zhiyao Duan, Yungang Zhang, Changshui Zhang, and Zhenwei Shi
IEEE Transactions on Audio, Speech, and Language Processing (TASLP), 2008


235. MACBSE: Extracting signals with linear autocorrelations
Zhenwei Shi , Dan Zhang, and Changshui Zhang
Neurocomputing, 2008


In 2007


236. A fixed-point algorithm for blind source separation with nonlinear autocorrelation
Zhenwei Shi, Zhiguo Jiang, and Fugen Zhou
Journal of Computational and Applied Mathematics (JCAM), 2007


237. Semi-blind source extraction algorithm for fetal electrocardiogram based on generalized autocorrelations and reference signals
Hongjuan Zhang, Zhenwei Shi, Chonghui Guo, and Enmin Feng
Journal of Computational and Applied Mathematics(JCAM), 2007


238. Blind Source Extraction Using Generalized Autocorrelations
Zhenwei Shi and Changshui Zhang
IEEE Transactions on Neural Networks (TNN), 2007


239. Nonlinear innovation to blind source separation
Zhenwei Shi and Changshui Zhang
Neurocomputing, 2007


240. Semi-blind source extraction for fetal electrocardiogram extraction by combining non-Gaussianity and time-correlation
Zhenwei Shi and Changshui Zhang
Neurocomputing, 2007


In 2006


241. Energy Predictability to Blind Source Separation
Zhenwei Shi and Changshui Zhang
Electronics Letters, 2006


In 2005


242. Gaussian moments for noisy complexity pursuit
Zhenwei Shi and Changshui Zhang
Neurocomputing, 2005


In 2004


243. A fast fixed-point algorithm for complexity pursuit
Zhenwei Shi, Huanwen Tang, and Yiyuan Tang
Neurocomputing, 2004


244. Blind source separation of more sources than mixtures using generalized exponential mixture models
Zhenwei Shi, Huanwen Tang, Wenyu Liu, and Yiyuan Tang
Neurocomputing, 2004


In 2003


245. Blind source separation of more sources than mixtures using sparse mixture models
Zhenwei Shi, Huanwen Tang, and Yiyuan Tang
Pattern Recognition Letters, 2003


246. A new fixed-point algorithm for independent component analysis
Zhenwei Shi, Huanwen Tang, and Yiyuan Tang
Neurocomputing, 2003


In 2002


247. Optimality conditions and duality for a minimax fractional programming with generalized convexity
Zhian Liang and Zhenwei Shi
Journal of Mathematical Analysis and Applications (JMAA), 2002