Publications


In 2023


1. 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


2. 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


3. 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


4. 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


5. 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


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


7. 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


8. 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


9. 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


10. 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


11. 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


12. 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


13. 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


14. 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


15. 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


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


17. 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


18. 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


19. 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


20. 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


21. 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


22. 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


23. 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


24. 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


25. 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


26. 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


27. 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


28. 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


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


30. 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


31. 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


32. 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


33. 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


34. 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


35. 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


36. 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


37. 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


38. 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


39. 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


40. 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


41. 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


42. 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


43. 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


44. 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


45. 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


46. 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


47. 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


48. 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


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


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


51. 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


52. 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


53. 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


54. 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


55. 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


56. 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


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


58. 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


59. 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


60. 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


61. 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


62. 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


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


64. 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


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


66. 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


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


68. 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


69. 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), 2020


70. 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


71. 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


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


73. 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


74. 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


75. 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


76. 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


77. 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


78. 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


79. 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


80. 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


81. 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


82. 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


83. 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


84. 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


85. 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


86. 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


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


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


89. 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


90. 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


91. 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


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


93. 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


94. 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


95. 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


96. 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


97. 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


98. 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


99. 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


100. 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


101. 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


102. 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


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


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


105. 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


106. 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


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


108. 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


109. 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


110. 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


111. 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


112. 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


113. 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


114. 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


115. 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


116. 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


117. 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


118. 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


119. 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


120. 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


121. 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


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


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


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


In 2015


125. 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


126. 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


127. 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


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


129. 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


130. 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


131. 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


132. 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


133. 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


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


135. 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


136. 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


137. 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


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


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


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


141. 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


142. 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


143. 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


144. 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


145. 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


146. 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


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


148. 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


149. 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


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


In 2012


151. 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


152. 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


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


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


155. 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


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


157. 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


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


159. 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


160. 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


161. 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


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


In 2009


163. 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


164. 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


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


166. 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


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


168. 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


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


170. 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


171. 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


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


In 2007


173. 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


174. 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


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


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


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


In 2006


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


In 2005


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


In 2004


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


181. 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


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


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


In 2002


184. 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