Publications

In 2026

1. Progressive Gaussian Splatting for High-fidelity 3D Reconstruction of Remote Sensing Scenes

Yongchang Wu, Zhenwei Shi and Zhengxia Zou

IEEE Geoscience and Remote Sensing Magazine (GRSM), 2026

[Bibtex]

2. 基于深度学习的双时相光学遥感图像变化检测方法综述

史振威, 张浩田, 郭涵, 邹征夏

数据采集与处理, 2026

[Paper] · [Bibtex]

3. Remote Sensing Temporal Vision-Language Models: Progress and Prospects

Chenyang Liu, Jiafan Zhang, Keyan Chen, Man Wang, Zhengxia Zou and Zhenwei Shi

IEEE Geoscience and Remote Sensing Magazine (GRSM), 2026

[Paper] · [Bibtex]

4. Remodeling Semantic Relationships in Vision-Language Fine-Tuning

Xiangyang Wu, Liu Liu, Baosheng Yu, Jiayan Qiu and Zhenwei Shi

The Fortieth AAAI Conference on Artificial Intelligence (AAAI 2026), 2026

[Paper] · [Arxiv] · [Code] · [Bibtex]

5. Rendering-Aware Remote Sensing Object Generation with Controllable Lighting and Shadows

Zihan Huang, Liqin Liu, Zhengxia Zou, Lei Yu and Zhenwei Shi

IEEE Geoscience and Remote Sensing Letters (GRSL), 2026

[Paper] · [Bibtex]

6. C3DG: Conditional Domain Generalization for Hyperspectral Imagery Classification with Convergence and Constrained-risk Theories

Zhe Gao, Bin Pan and Zhenwei Shi

IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2026

[Paper] · [Bibtex]

7. Uncertainty Estimation Optimization for Reliable Remote Sensing Single-Image Super-Resolution

Xudong Yao, Haopeng Zhang, Sizhe Wen, Fengying Xie, Yufu Cui, Zhenwei Shi and Zhiguo Jiang

IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2026

[Paper] · [Bibtex]

8. Activation Map-based Visual Explanation for Remote Sensing Image Super-Resolution

Xudong Yao, Haopeng Zhang, Fengying Xie, Yufu Cui, Zhenwei Shi and Zhiguo Jiang

IEEE Geoscience and Remote Sensing Letters (GRSL), 2026

[Paper] · [Bibtex]

9. 数字信号处理语音信号处理综合性实验探索

罗晓燕, 彭衍文, 张磊, 闫锦程, 史振威, 李露, 周付根

当代教育实践与教学研究, 2026

[Bibtex]

10. 面向大熊猫目标检测的生成-检测统一方法

刘祯, 杨沁哲, 刘丽芹, 刘辰阳, 邹征夏, 史振威

中国图象图形学报, 2026

[Paper] · [Bibtex]

11. Fine-grained hierarchical crop type classification from integrated hyperspectral EnMAP data and multispectral sentinel-2 time series: A large-scale dataset and dual-stream transformer method

Wenyuan Li, Shunlin Liang, Yuxiang Zhang, Liqin Liu, Keyan Chen, Yongzhe Chen, Han Ma, Jianglei Xu, Yichuan Ma, Shikang Guan and Zhenwei Shi

Remote Sensing of Environment, 2026

[Paper] · [Bibtex]

12. AgriFM: A Multi-source Temporal Remote Sensing Foundation Model for Agriculture Mapping

Wenyuan Li, Shunlin Liang, Keyan Chen, Yongzhe Chen, Han Ma, Jianglei Xu, Yichuan Ma, Yuxiang Zhang, Shikang Guan, Husheng Fang and Zhenwei Shi

Remote Sensing of Environment, 2026

[Paper] · [Bibtex]

13. A Hybrid Cross-modal Fusion Framework for Satellite Attitude Estimation

Sizhe Wen, Sijia Qiao, Haopeng Zhang, Xudong Yao and Zhenwei Shi

Aerospace Science and Technology, 2026

[Paper] · [Bibtex]

14. Be Bayesian by Attachments to Catch More Uncertainty

Shiyu Shen, Bin Pan, Tianyang Shi, Tao Li and Zhenwei Shi

Pattern Recognition, 2026

[Arxiv] · [Bibtex]

15. 基于光照控制的月球表面精确着陆点定位算法

舒世灏, 孟偲, 白相志, 史振威

航空学报, 2026

[Paper] · [Bibtex]

16. S2CLNet: Structure-Constrained Semantic Contrastive Learning for Referring Remote Sensing Image Segmentation

Sen Lei, Shuai Li, Xinyu Xiao, Heng-Chao Li, Zhenwei Shi and Qing Zhu

IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2026

[Bibtex]

17. Multitemporal Latent Dynamical Framework for Hyperspectral Images Unmixing

Ruiying Li, Bin Pan, Lan Ma, Xia Xu and Zhenwei Shi

ISPRS Journal of Photogrammetry and Remote Sensing, 2026

[Paper] · [Arxiv] · [Bibtex]

18. A Copula-Guided Temporal Dependency Method for Multitemporal Hyperspectral Images Unmixing

Ruiying Li, Bin Pan, Xiaoying Qu, Xia Xu and Zhenwei Shi

Pattern Recognition, 2026

[Paper] · [Bibtex]

19. State Space Models Meet Remote Sensing: A Survey

Qinzhe Yang, Chenyang Liu, Zhenwei Shi and Zhengxia Zou

SCIENCE CHINA Information Sciences, 2026

[Paper] · [Arxiv] · [Code] · [Bibtex]

20. Efficient Remote Sensing Instance Segmentation with Linear-Time State Space Distilled Visual Foundation Models

Qinzhe Yang, Keyan Chen, Jia Xu, Zhenwei Shi and Zhengxia Zou

IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2026

[Paper] · [Bibtex]

21. Implicit Continuous Full-spectrum Response Network for Visible-to-Infrared Image Translation

Qiaoying Qu, Bin Pan, Ruiying Li and Zhenwei Shi

IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2026

[Paper] · [Bibtex]

22. Blur-Resistant Hyperspectral Image Super-Resolution via Dual-Degradation Fusion Model

Mai Xu, Yongxuan Dou, Xin Deng, Xin Zou and Zhenwei Shi

IEEE Transactions on Image Processing (TIP), 2026

[Paper] · [Bibtex]

23. Experimental Teaching Design and Exploration of Martian Surface Scene Classification and Retrieval Based on Semi-supervised Learning

Lu Li, Yongshuo Zhu, Keyan Chen, Yilan Zhang, Jianqi Chen and Zhenwei Shi

2026 the 8th International Conference on Computer Science and Technologies in Education (CSTE 2026), 2026

[Bibtex]

24. 基于调和函数理论的二阶段遥感目标实例分割算法

李泽坤, 史振威, 邹征夏

数据采集与处理, 2026

[Paper] · [Bibtex]

25. 基于频域特征和双重注意力机制的火星陨石坑检测算法

林立群, 李露, 虎啸阳, 周付根, 刘博, 史振威

北京航空航天大学学报, 2026

[Paper] · [Bibtex]

26. FODNet: Fractional Orthogonal Disentanglement Network with Thick-to-Thin Suppression for Multilevel Cloud Detection

Linpeng Pan, Haolin Ji, Fengying Xie, Dianyu Yu, Jia Xu, Chang Liu and Zhenwei Shi

IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2026

[Paper] · [Bibtex]

27. RSRefSeg 2: Decoupling Referring Remote Sensing Image Segmentation with Foundation Models

Keyan Chen, Chenyang Liu, Bowen Chen, Jiafan Zhang, Zhengxia Zou and Zhenwei Shi

IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2026

[Paper] · [Bibtex]

28. Domain Generalization via Domain Uncertainty Shrinkage

Junzheng Chu, Bin Pan, Tianyang Shi and Zhenwei Shi

Pattern Recognition, 2026

[Paper] · [Bibtex]

29. CloudMamba: An Uncertainty-Guided Dual-Scale Mamba Network for Cloud Detection in Remote Sensing Imagery

Jiajun Yang, Keyan Chen, Zhengxia Zou and Zhenwei Shi

IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2026

[Paper] · [Bibtex]

30. DeepGrounder: Generalized Reasoning for MLLM-based Remote Sensing Visual Grounding

Jiafan Zhang, Keyan Chen, Chenyang Liu, Baihong Lin, Zhengxia Zou and Zhenwei Shi

IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2026

[Paper] · [Bibtex]

31. 图像图形领域十大前沿科技问题

齐洪钢, 谭明奎, 高林, 刘越, 丛润民, 史振威, 赵才荣, 胡亮, 韦星星, 牛广林, 李波, 陈强, 董哲康, 邸凯昌

中国图象图形学报, 2026

[Paper] · [Bibtex]

32. Loc-Edit: Localized Color Editing in Neural Radiance Fields

Haiyang Xu, Xia Xu, Yinghao Tan, Ziye Zhang, Nanhe Chen, Bin Pan and Zhenwei Shi

Neurocomputing, 2026

[Paper] · [Code] · [Bibtex]

33. 基于混合专家模型的航天遥感图像目标检测

卢光宇,陈博文,陈科研,史振威,邹征夏

航空学报, 2026

[Paper] · [Bibtex]

34. QFormer: A Prior-Informed Query Transformer for Infrared Small Target Detection

Dianyu Yu, Jingyu Yan, Fengying Xie, Chang Liu, Linpeng Pan and Zhenwei Shi

IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2026

[Paper] · [Bibtex]

35. Proactive Defense against Diffusion Editing with Semantic Conflicts

Zhenbang Peng, Jianqi Chen, Jinxi Ye, Zhenwei Shi and Zhengxia Zou

IEEE Transactions on Artificial Intelligence, 2026

[Paper] · [Bibtex]

36. CPDM: Class Prototypes with Dynamic Multidomain Mixed Perturbation Consistency for Semi-Supervised Image Segmentation

Chengbiao Fu, Qingyuan Zhuang, Sen Lei, Anhong Tian and Zhenwei Shi

IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2026

[Paper] · [Bibtex]

37. FineCL: Exemplar-Free Continual Learning for Fine-grained Remote Sensing Panoptic Segmentation

Bo Yuan, Danpei Zhao, Tian Li, Wentao Li, Bowen Yang and Zhenwei Shi

IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2026

[Paper] · [Bibtex]

38. Uncertainty Modeling for Domain Generalization in Cross-Scene Hyperspectral Image Classification

Bin Pan, Lan Ma, Ruiying Li, Xia Xu and Zhenwei Shi

IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2026

[Paper] · [Bibtex]

39. Preserving Domain Generalization in Fine-Tuning via Joint Parameter Selection

Bin Pan, Shiyu Shen, Zongbin Wang, Zhenwei Shi and Xia Xu

IEEE Transactions on Multimedia, 2026

[Arxiv] · [Bibtex]

40. HDCGNet: A Hypergraph Dual-Branch CNN-GCN Network for Mars Hyperspectral Image Classification

Anhong Tian, Tao Chen, Sen Lei, Chengbiao Fu, Huaiping Jin and Zhenwei Shi

IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2026

[Paper] · [Bibtex]

In 2025

41. TriDF: Triplane-Accelerated Density Fields for Few-Shot Remote Sensing Novel View Synthesis

Jiaming Kang, Keyan Chen, Zhengxia Zou and Zhenwei Shi

IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025

[Paper] · [Arxiv] · [Code] · [Bibtex]

42. Open-CD: A Comprehensive Toolbox for Change Detection

Kaiyu Li, …, Zhenwei Shi, …, Xiangyong Cao

Proceedings of the 33rd ACM International Conference on Multimedia (ACMMM 2025), 2025

[Paper] · [Arxiv] · [Bibtex]

43. Unified Multi-Agent Trajectory Modeling with Masked Trajectory Diffusion

Songru Yang, Zhenwei Shi and Zhengxia Zou

2025 The IEEE International Conference on Computer Vision (ICCV2025), 2025

[Paper] · [Bibtex]

44. Pruning State Space Models for Lightweight Remote Sensing Image Classification

Lubo Wang, Qinzhe Yang, Zhenwei Shi, Lingjiao He, Jia Xu and Zhengxia Zou

2025 11th International Conference on Mechanical Engineering and Aerospace Engineering (MEAE 2025), 2025

[Paper] · [Bibtex]

45. Decoupled Generation of Optical Remote Sensing Satellite Video for Complex Maritime Scenarios

Wei Shao, Zhen Liu, Jia Xu, Zhenwei Shi and Zhengxia Zou

2025 11th International Conference on Mechanical Engineering and Aerospace Engineering (MEAE 2025), 2025

[Paper] · [Bibtex]

46. Cascaded Autoregressive Diffusion Models for Remote Sensing Scene Generation

Yuanrui Zhang, Liqin Liu, Keyan Chen, Jia Xu, Zhengxia Zou and Zhenwei Shi

IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025

[Paper] · [Bibtex]

47. 基于云层与背景解耦的双分支GAN云图像生成方法

李君勇, 陈科研，刘丽芹，邹征夏，史振威

中国空间科学技术, 2025

[Paper] · [Bibtex]

48. SeG-SR：Integrating Semantic Knowledge into Remote Sensing Image Super-Resolution via Vision-Language Model

Bowen Chen, Keyan Chen, Mohan Yang, Zhengxia Zou and Zhenwei Shi

IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025

[Paper] · [Arxiv] · [Code] · [Bibtex]

49. HUNTNet: Homomorphic Unified Nexus Topology for Camouflaged Object Detection

Haolin Ji, Fengying Xie, Linpeng Pan, Yushan Zheng and Zhenwei Shi

IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025

[Paper] · [Code] · [Bibtex]

50. Unsupervised Deep Image Stitching for Remote Sensing: Aligning Features across Large-Scale Geometric Distortions

Linwei Qiu, Chang Liu, Fengying Xie*, Gongzhe Li and Zhenwei Shi

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2025

[Paper] · [Arxiv] · [Code] · [Data] · [Bibtex]

51. Remote Sensing Temporal Vision-Language Models: Progress and Prospects

Chenyang Liu, Jiafan Zhang, Keyan Chen, Man Wang, Zhengxia Zou and Zhenwei Shi

IEEE Geoscience and Remote Sensing Magazine (GRSM), 2025

[Paper] · [Arxiv] · [Bibtex]

52. 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 (IGARSS 2025), 2025

[Paper] · [Arxiv] · [Code] · [Bibtex]

53. Semantic-CD: Remote Sensing Image Semantic Change Detection towards Open-Vocabulary Setting

Yongshuo Zhu, Lu Li, Keyan Chen, Chenyang Liu, Fugen Zhou and Zhenwei Shi

International Geoscience and Remote Sensing Symposium (IGARSS 2025), 2025

[Paper] · [Arxiv] · [Bibtex]

54. 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

[Paper] · [Arxiv] · [Bibtex]

55. 面向“航空航天+人工智能”的研究型实践教学模式重塑

李露，陈科研，史振威，周付根

计算机教育, 2025

[Paper] · [Bibtex]

56. 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

[Paper] · [Arxiv] · [Bibtex]

57. 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，陈剑齐，史振威，邹征夏

中国图象图形学报, 2025

[Paper] · [Bibtex]

58. 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

[Paper] · [Code] · [Bibtex]

59. 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

[Paper] · [Arxiv] · [Bibtex]

60. 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

[Paper] · [Arxiv] · [Bibtex]

61. 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

[Paper] · [Code] · [Bibtex]

62. 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

[Paper] · [Bibtex]

63. 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

[Paper] · [Arxiv] · [Page] · [Bibtex]

64. 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

[Paper] · [Code] · [Bibtex]

65. 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

[Paper] · [Arxiv] · [Code] · [Bibtex]

66. 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

[Paper] · [Code] · [Bibtex]

67. 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

[Paper] · [Code] · [Bibtex]

68. 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

[Paper] · [Arxiv] · [Bibtex]

69. 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

[Paper] · [Arxiv] · [Code] · [Bibtex]

70. 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

[Paper] · [Code] · [Bibtex]

71. 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

[Paper] · [Arxiv] · [Code] · [Bibtex]

72. 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

[PDF] · [Paper] · [Bibtex]

73. 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

[Paper] · [Bibtex]

74. 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

[Paper] · [Code] · [Bibtex]

75. 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

[Arxiv] · [Page] · [Bibtex]

76. 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

[PDF] · [Paper] · [Bibtex]

77. 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

[Paper] · [Bibtex]

78. 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

[Paper] · [Bibtex]

79. 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

[Paper] · [Bibtex]

80. 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

[Paper] · [Arxiv] · [Page] · [Bibtex]

81. High-Precision Wave-Parameter Perception via Spatiotemporal Coupling of Sea-Clutter Imagery and Ship-Motion Responses

Guangbiao Wang, Zihang Xu, Limin Huang, Shuchang Lyu, Jingjun Li, Linzhou Tang, Guangliang Cheng and Zhenwei Shi

IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025

[Paper] · [Bibtex]

82. 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

[PDF] · [Paper] · [Bibtex]

83. FoBa: A Foreground-Background Co-Guided Method and New Benchmark for Remote Sensing Semantic Change Detection

Haotian Zhang, Han Guo, Keyan Chen, Hao Chen, Zhengxia Zou and Zhenwei Shi

IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025

[Paper] · [Arxiv] · [Code] · [Bibtex]

84. 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

[Paper] · [Bibtex]

85. 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

[Paper] · [Bibtex]

86. Radiation-Tolerant Unsupervised Deep Image Stitching for Remote Sensing

Linwei Qiu, Fengying Xie*, Chang Liu, Xiaoling Che and Zhenwei Shi

IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025

[Paper] · [Code] · [Bibtex]

87. 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

[Paper] · [Arxiv] · [Code] · [Bibtex]

88. 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

[Paper] · [Bibtex]

In 2024

89. 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

[PDF] · [Paper] · [Bibtex]

90. 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

[Paper] · [Bibtex]

91. 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

[PDF] · [Paper] · [Bibtex]

92. 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

[Paper] · [Bibtex]

93. 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

[Paper] · [Bibtex]

94. 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

[Paper] · [Bibtex]

95. 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

[PDF] · [Paper] · [Code] · [Bibtex]

96. 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

[PDF] · [Paper] · [Bibtex]

97. 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

[PDF] · [Paper] · [Arxiv] · [Code] · [Bibtex]

98. 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

[Paper] · [Bibtex]

99. 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

[Paper] · [Bibtex]

100. 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

[Paper] · [Arxiv] · [Code] · [Bibtex]

101. 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

[Paper] · [Bibtex]

102. 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

[Paper] · [Arxiv] · [Code] · [Bibtex]

103. 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

[Paper] · [Arxiv] · [Code] · [Bibtex]

104. 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

[Paper] · [Bibtex]

105. 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

[Paper] · [Bibtex]

106. Joint Variational Inference Network for Domain Generalization

Junzheng Chu, Bin Pan, Xia Xu, Tianyang Shi, Zhenwei Shi and Tao Li

Pattern Recognition (PR), 2024

[Paper] · [Bibtex]

107. 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

[PDF] · [Paper] · [Code] · [Bibtex]

108. 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

[Paper] · [Bibtex]

109. 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

[Paper] · [Bibtex]

110. 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

[PDF] · [Paper] · [Code] · [Bibtex]

111. Road Graph Extraction via Transformer and Topological Representation

Yifan Zao, Zhengxia Zou and Zhenwei Shi

Transactions on Geoscience and Remote Sensing (TGRS), 2024

[Paper] · [Bibtex]

112. 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

[Paper] · [Bibtex]

113. 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

[Paper] · [Arxiv] · [Code] · [Page] · [Demo] · [Bibtex]

114. 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

[Paper] · [Bibtex]

115. 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

[Paper] · [Bibtex]

116. 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

[Paper] · [Bibtex]

In 2023

117. Topology-Guided Road Graph Extraction From Remote Sensing Images

Yifan Zao, Zhengxia Zou and Zhenwei Shi

Transactions on Geoscience and Remote Sensing (TGRS), 2023

[Paper] · [Code] · [Bibtex]

118. 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

[Paper] · [Bibtex]

119. 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

[PDF] · [Paper] · [Code] · [Bibtex]

120. 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

[Paper] · [Bibtex]

121. 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

[Paper] · [Bibtex]

122. 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

[Paper] · [Bibtex]

123. 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

[PDF] · [Paper] · [Bibtex]

124. 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

[PDF] · [Paper] · [Arxiv] · [Code] · [Demo] · [Bibtex]

125. Spatio-Temporal Alignment and Track-To-Velocity Module for Tropical Cyclone Forecast

Xiaoyi Geng, Zili Liu and Zhenwei Shi

Remote Sensing (RS), 2023

[Paper] · [Bibtex]

126. 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

[Paper] · [Code] · [Bibtex]

127. 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

[Paper] · [Bibtex]

128. 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

[Paper] · [Bibtex]

129. 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

[Paper] · [Bibtex]

130. 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

[Paper] · [Code] · [Bibtex]

131. 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

[Paper] · [Arxiv] · [Bibtex]

132. 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

[PDF] · [Paper] · [Arxiv] · [Bibtex]

133. 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

[PDF] · [Paper] · [Bibtex]

134. 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

[Paper] · [Bibtex]

135. Target Detection in Hyperspectral Remote Sensing Image: Current Status and Challenges

Bowen Chen, Liqin Liu, Zhengxia Zou and Zhenwei Shi

Remote Sensing (RS), 2023

[PDF] · [Paper] · [Bibtex]

136. 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

[PDF] · [Paper] · [Arxiv] · [Code] · [Page] · [Demo] · [Bibtex]

137. 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

[Paper] · [Bibtex]

138. 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

[Paper] · [Bibtex]

139. 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

[Paper] · [Bibtex]

140. 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

[PDF] · [Paper] · [Arxiv] · [Page] · [Bibtex]

In 2022

141. 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

[PDF] · [Paper] · [Bibtex]

142. 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

[PDF] · [Paper] · [Code] · [Bibtex]

143. 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

[PDF] · [Paper] · [Code] · [Page] · [Bibtex]

144. 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

[Paper] · [Bibtex]

145. 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

[PDF] · [Paper] · [Bibtex]

146. 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

[Paper] · [Bibtex]

147. 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

[Paper] · [Bibtex]

148. Geographical Supervision Correction for Remote Sensing Representation Learning

Wenyuan Li, Keyan Chen and Zhenwei Shi

IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2022

[PDF] · [Paper] · [Bibtex]

149. 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

[PDF] · [Paper] · [Bibtex]

150. 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

[Paper] · [Arxiv] · [Code] · [Bibtex]

151. 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

[PDF] · [Paper] · [Arxiv] · [Bibtex]

152. 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

[PDF] · [Paper] · [Code] · [Bibtex]

153. 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

[Paper] · [Bibtex]

154. 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

[PDF] · [Paper] · [Bibtex]

155. 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

[PDF] · [Paper] · [Code] · [Data] · [Bibtex]

156. 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

[PDF] · [Paper] · [Code] · [Bibtex]

157. 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

[Paper] · [Bibtex]

158. 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

[PDF] · [Paper] · [Bibtex]

159. 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

[PDF] · [Paper] · [Bibtex]

160. 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

[Paper] · [Bibtex]

161. 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

[PDF] · [Paper] · [Bibtex]

162. 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

[Paper] · [Bibtex]

163. 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

[PDF] · [Paper] · [Code] · [Bibtex]

In 2021

164. 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

[PDF] · [Paper] · [Code] · [Bibtex]

165. 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

[Paper] · [Bibtex]

166. 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

[PDF] · [Paper] · [Bibtex]

167. 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

[Paper] · [Bibtex]

168. Building Extraction from Remote Sensing Images with Sparse Token Transformers

Keyan Chen, Zhengxia Zou and Zhenwei Shi

Remote Sensing (RS), 2021

[PDF] · [Paper] · [Code] · [Page] · [Demo] · [Bibtex]

169. Stylized Neural Painting

Zhengxia Zou, Tianyang Shi, Shuang Qiu, Yi Yuan, and Zhenwei Shi

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021

[PDF] · [Paper] · [Bibtex]

170. 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

[Paper] · [Bibtex]

171. 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

[PDF] · [Paper] · [Code] · [Bibtex]

172. 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

[PDF] · [Paper] · [Bibtex]

173. 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

[PDF] · [Paper] · [Bibtex]

174. 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

[PDF] · [Paper] · [Bibtex]

175. 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

[PDF] · [Paper] · [Code] · [Bibtex]

176. Remote Sensing Image Change Detection with Transformers

Hao Chen, Zipeng Qi, and Zhenwei Shi

IEEE Transactions on Geoscience and Remote Sensing, 2021

[PDF] · [Paper] · [Arxiv] · [Code] · [Bibtex]

177. 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

[Paper] · [Bibtex]

178. 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

[Paper] · [Bibtex]

179. 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

[PDF] · [Paper] · [Bibtex]

180. 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

[PDF] · [Paper] · [Code] · [Bibtex]

181. 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

[Paper] · [Bibtex]

182. Text to Remote Sensing Image Generation With Structured Generative Adversarial Networks

Rui Zhao, Zhenwei Shi

IEEE Geoscience and Remote Sensing Letters (GRSL), 2021

[PDF] · [Paper] · [Bibtex]

183. 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

[PDF] · [Paper] · [Code] · [Bibtex]

184. Adversarial Training for Solving Inverse Problems

Zhengxia Zou, Tianyang Shi, Zhenwei Shi and Jieping Ye

IEEE Transactions on Image Processing (TIP), 2021

[Paper] · [Bibtex]

185. 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

[Paper] · [Code] · [Data] · [Bibtex]

186. 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

[PDF] · [Paper] · [Bibtex]

In 2020

187. Scene Aggregation Network for Cloud Detection on Sensing Imagery

Xi Wu, and Zhenwei Shi

IEEE Geoscience and Remote Sensing Letters (GRSL), 2020

[PDF] · [Paper] · [Bibtex]

188. 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

[PDF] · [Paper] · [Bibtex]

189. 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

[Paper] · [Bibtex]

190. 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

[Paper] · [Bibtex]

191. Multi-Scale Methods for Optical Remote Sensing Image Captioning

Xiaofeng Ma, Rui Zhao and Zhenwei Shi

IEEE Geoscience and Remote Sensing Letters (GRSL), 2020

[Paper] · [Bibtex]

192. 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

[PDF] · [Paper] · [Bibtex]

193. 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

[PDF] · [Paper] · [Bibtex]

194. 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

[Paper] · [Code] · [Data] · [Bibtex]

195. 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

[Paper] · [Bibtex]

196. 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

[Paper] · [Bibtex]

197. 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

[PDF] · [Paper] · [Code] · [Bibtex]

198. 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

[PDF] · [Paper] · [Bibtex]

199. 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

[Paper] · [Bibtex]

In 2019

200. 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

[PDF] · [Paper] · [Bibtex]

201. 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

[Paper] · [Arxiv] · [Code] · [Bibtex]

202. 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

[Paper] · [Bibtex]

203. 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

[Paper] · [Bibtex]

204. 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

[Paper] · [Bibtex]

205. 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

[PDF] · [Paper] · [Bibtex]

206. Ensemble-based Cascaded Constrained Energy Minimization for Hyperspectral Target Detection

Rui Zhao, Zhenwei Shi, Zhengxia Zou and Zhou Zhang

Remote Sensing (RS), 2019

[Paper] · [Code] · [Bibtex]

207. Unsupervised Saliency Model with Color Markov Chain for Oil-Tank Detection

Ziming Liu, Danpei Zhao, Zhenwei Shi and Zhiguo Jiang

Remote Sensing (RS), 2019

[Paper] · [Bibtex]

208. 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

[PDF] · [Paper] · [Bibtex]

In 2018

209. 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

[PDF] · [Paper] · [Code] · [Bibtex]

210. 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

[Paper] · [Bibtex]

211. Utilizing Multilevel Features for Cloud Detection on Satellite Imagery

Xi Wu and Zhenwei Shi

Remote Sensing (RS), 2018

[Paper] · [Bibtex]

212. 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

[PDF] · [Paper] · [Bibtex]

213. 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

[PDF] · [Paper] · [Bibtex]

214. 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

[Paper] · [Bibtex]

215. 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

[Paper] · [Bibtex]

216. 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

[Paper] · [Bibtex]

217. 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

[PDF] · [Paper] · [Bibtex]

218. 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

[PDF] · [Paper] · [Bibtex]

219. 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

[PDF] · [Paper] · [Bibtex]

In 2017

220. 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

[Paper] · [Bibtex]

221. 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

[PDF] · [Paper] · [Data] · [Bibtex]

222. Hashing based Hierarchical Feature Representation for Hyperspectral Imagery Classification

Bin Pan, Zhenwei Shi, Xia Xu and Yi Yang

Remote Sensing (RS), 2017

[Paper] · [Bibtex]

223. Robust Sparse Unmixing for Hyperspectral Imagery

Dan Wang, Zhenwei Shi, Xinrui Cui

IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2017

[PDF] · [Paper] · [Bibtex]

224. 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

[Paper] · [Bibtex]

225. 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

[Paper] · [Bibtex]

226. Long-Wave Infrared Hyperspectral Classification via an Ensemble Method

Bin Pan, Zhenwei Shi and Xia Xu

International Journal of Remote Sensing (IJRS), 2017

[Paper] · [Bibtex]

227. 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

[Paper] · [Bibtex]

228. 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

[PDF] · [Paper] · [Bibtex]

229. 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

[PDF] · [Paper] · [Bibtex]

230. 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

[PDF] · [Paper] · [Bibtex]

231. 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

[Paper] · [Bibtex]

232. 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

[PDF] · [Paper] · [Bibtex]

233. 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

[Paper] · [Bibtex]

234. 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

[Paper] · [Bibtex]

235. 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

[PDF] · [Paper] · [Bibtex]

In 2016

236. 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

[PDF] · [Paper] · [Bibtex]

237. 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

[PDF] · [Paper] · [Bibtex]

238. 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

[PDF] · [Paper] · [Bibtex]

239. 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

[PDF] · [Paper] · [Bibtex]

240. 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

[PDF] · [Paper] · [Bibtex]

241. Multi-objective based Spectral Unmixing for Hyperspectral Images

Xia Xu and Zhenwei Shi

ISPRS Journal of Photogrammetry and Remote Sensing (ISPRS), 2016

[Paper] · [Bibtex]

242. Ship Detection in Spaceborne Optical Image with SVD Networks

Zhengxia Zou and Zhenwei Shi

IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2016

[PDF] · [Paper] · [Bibtex]

243. Hyperspectral Image Target Detection Improvement Based on Total Variation

Shuo Yang and Zhenwei Shi

IEEE Transactions on Image Processing (TIP), 2016

[PDF] · [Paper] · [Bibtex]

In 2015

244. 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

[PDF] · [Paper] · [Bibtex]

245. 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

[PDF] · [Paper] · [Bibtex]

246. 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

[PDF] · [Paper] · [Bibtex]

247. Hierarchical Suppression Method for Hyperspectral Target Detection

Zhengxia Zou and Zhenwei Shi

IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2015

[PDF] · [Paper] · [Bibtex]

248. 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

[PDF] · [Paper] · [Bibtex]

249. 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

[PDF] · [Paper] · [Bibtex]

250. 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

[PDF] · [Paper] · [Bibtex]

251. 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

[PDF] · [Paper] · [Bibtex]

In 2014

252. 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

[PDF] · [Paper] · [Bibtex]

253. Multi-scale retinex improvement for nighttime image enhancement

Haoning Lin and Zhenwei Shi

Optik - International Journal for Light and Electron Optics (Optik), 2014

[Paper] · [Bibtex]

254. 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

[PDF] · [Paper] · [Bibtex]

255. 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

[PDF] · [Paper] · [Bibtex]

256. 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

[PDF] · [Paper] · [Bibtex]

257. SparseCEM and SparseACE for Hyperspectral Image Target Detection

Shuo Yang and Zhenwei Shi

IEEE Geoscience and Remote Sensing Letters (GRSL), 2014

[PDF] · [Paper] · [Bibtex]

258. An improved-SFIM fusion method based on the calibration process

Zhenyu An and Zhenwei Shi

Optik - International Journal for Light and Electron Optics, 2014

[PDF] · [Paper] · [Bibtex]

259. Hyperspectral image fusion by multiplication of spectral constraint and NMF

Zhenyu An and Zhenwei Shi

Optik - International Journal for Light and Electron Optics, 2014

[PDF] · [Paper] · [Bibtex]

260. Single image dehazing in inhomogeneous atmosphere

Zhenwei Shi, Jiao Long, Wei Tang, Changshui Zhang

Optik - International Journal for Light and Electron Optics (OPTIK), 2014

[PDF] · [Paper] · [Bibtex]

In 2013

261. 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

[PDF] · [Paper] · [Bibtex]

262. 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

[PDF] · [Paper] · [Bibtex]

263. 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

[PDF] · [Paper] · [Bibtex]

264. 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

[PDF] · [Paper] · [Bibtex]

265. 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

[PDF] · [Paper] · [Bibtex]

266. Nonlocal Similarity Regularized Sparsity Model for Hyperspectral Target Detection

Zhongwei Huang, Zhenwei Shi and Shuo Yang

IEEE Geoscience and Remote Sensing Letters (GRSL), 2013

[Paper] · [Bibtex]

267. 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

[PDF] · [Paper] · [Bibtex]

268. 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

[Paper] · [Bibtex]

269. Single Remote Sensing Image Dehazing

Jiao Long, Zhenwei Shi, Wei Tang, and Changshui Zhang

IEEE Geoscience and Remote Sensing Letters (GRSL), 2013

[PDF] · [Paper] · [Bibtex]

In 2012

270. 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

[Paper] · [Bibtex]

271. 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

[Paper] · [Bibtex]

272. Non-negative Matrix Factorization for Hyperspectral Unmixing Using Prior Knowledge of Spectral Signatures

Wei Tang, Zhenwei Shi, and Zhenyu An

Optical Engineering, 2012

[PDF] · [Paper] · [Bibtex]

273. Nonnegative matrix factorization-based hyperspectral and panchromatic image fusion

Zhou Zhang and Zhenwei Shi

Neural Computing and Applications, 2012

[Paper] · [Bibtex]

274. 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

[Paper] · [Bibtex]

275. A regularized non-Gaussianity based multiple-target detector for hyperspectral images

Zhenwei Shi, Shuo Yang, and Zhen Qin

Optics & Laser Technology, 2012

[Paper] · [Bibtex]

276. A quasi-Newton-based spatial multiple materials detector for hyperspectral imagery

Zhen Qin, Zhenwei Shi, and Zhiguo Jiang

Neural Computing and Applications, 2012

[Paper] · [Bibtex]

In 2011

277. Hyperspectral image fusion by the similarity measure based variational method

Zhenwei Shi, Zhenyu An, and Zhiguo Jiang

Optical Engineering (OE), 2011

[PDF] · [Paper] · [Bibtex]

278. 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

[Paper] · [Bibtex]

In 2010

279. 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

[Paper] · [Bibtex]

280. 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

[Paper] · [Bibtex]

281. Robust High-order Matched Filter for Hyperspectral Target Detection

Zhenwei Shi and Shuo Yang

Electronics Letters, 2010

[Paper] · [Bibtex]

In 2009

282. 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

[Paper] · [Bibtex]

In 2008

283. 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

[Paper] · [Bibtex]

284. Blind source extraction based on generalized autocorrelations and complexity pursuit

Hongjuan Zhang, Zhenwei Shi, and Chonghui Guo

Neurocomputing, 2008

[Paper] · [Bibtex]

285. 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

[Paper] · [Bibtex]

286. Interactive localized content based image retrieval with multiple-instance active learning

Dan Zhang, Fei Wang, Zhenwei Shi, and Changshui Zhang

Pattern Recognition (PR), 2008

[Paper] · [Bibtex]

287. 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

[Paper] · [Bibtex]

288. Fast nonlinear autocorrelation algorithm for source separation

Zhenwei Shi and Changshui Zhang

Pattern Recognition (PR), 2008

[Paper] · [Bibtex]

289. 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

[Paper] · [Bibtex]

290. 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

[Paper] · [Bibtex]

291. MACBSE: Extracting signals with linear autocorrelations

Zhenwei Shi , Dan Zhang, and Changshui Zhang

Neurocomputing, 2008

[Paper] · [Bibtex]

In 2007

292. 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

[Paper] · [Bibtex]

293. 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

[Paper] · [Bibtex]

294. Blind Source Extraction Using Generalized Autocorrelations

Zhenwei Shi and Changshui Zhang

IEEE Transactions on Neural Networks (TNN), 2007

[Paper] · [Bibtex]

295. Nonlinear innovation to blind source separation

Zhenwei Shi and Changshui Zhang

Neurocomputing, 2007

[Paper] · [Bibtex]

296. Semi-blind source extraction for fetal electrocardiogram extraction by combining non-Gaussianity and time-correlation

Zhenwei Shi and Changshui Zhang

Neurocomputing, 2007

[Paper] · [Bibtex]

In 2006

297. Energy Predictability to Blind Source Separation

Zhenwei Shi and Changshui Zhang

Electronics Letters, 2006

[Paper] · [Bibtex]

In 2005

298. Gaussian moments for noisy complexity pursuit

Zhenwei Shi and Changshui Zhang

Neurocomputing, 2005

[Paper] · [Bibtex]

In 2004

299. A fast fixed-point algorithm for complexity pursuit

Zhenwei Shi, Huanwen Tang, and Yiyuan Tang

Neurocomputing, 2004

[Paper] · [Bibtex]

300. Blind source separation of more sources than mixtures using generalized exponential mixture models

Zhenwei Shi, Huanwen Tang, Wenyu Liu, and Yiyuan Tang

Neurocomputing, 2004

[Paper] · [Bibtex]

In 2003

301. Blind source separation of more sources than mixtures using sparse mixture models

Zhenwei Shi, Huanwen Tang, and Yiyuan Tang

Pattern Recognition Letters, 2003

[Paper] · [Bibtex]

302. A new fixed-point algorithm for independent component analysis

Zhenwei Shi, Huanwen Tang, and Yiyuan Tang

Neurocomputing, 2003

[Paper] · [Bibtex]

In 2002

303. 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

[Paper] · [Bibtex]