English

Keyan Chen

Research Fellow @ Nanyang Technological University

Email: kychen(at)buaa.edu.cn | kychen1012(at)gmail.com
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个人简介

我现任新加坡南洋理工大学（NTU）计算与数据科学学院Research Fellow，合作导师为Lu Shijian 教授。我分别于2025年、2022年及2019年在北京航空航天大学获得博士、硕士及学士学位，师从史振威教授和邹征夏教授。

科研成果与影响力：研究方向为计算机视觉与遥感图像处理，重点聚焦基础模型、多模态学习及 AI4Earth。迄今在Proc. IEEE、TPAMI、CVPR、TGRS等顶级学术期刊和会议发表论文40余篇。其中包括3篇 ESI 热点论文及13篇ESI高被引论文，4篇论文入选期刊“最受欢迎论文”榜单前三。研究成果获全球40余位院士及Fellow的积极引用评价，谷歌学术引用超8000 次。

学术服务与交流：受邀在IEEE GRSS、VALSE 优秀学生论坛（全国仅8人）、CSIG优秀学生论坛等作学术报告。相关工作被IEEE、CSIG、机器之心等权威媒体报道，开源项目累计获GitHub Stars 3000+。此外，担任Remote Sensing期刊Guest Editor，以及ACM CS、IJCV、TIP、CVPR、TGRS等顶刊顶会审稿人。

科研项目与荣誉：作为项目负责人主持了首批国家自然科学基金(NSFC)博士生项目；核心算法已成功部署于高分系列及商用遥感卫星系统。曾获宝钢教育奖特等奖（全国研究生仅10人）、沈元奖章（北航学生最高荣誉）、五四奖章（北航青年最高荣誉）、北京市优秀学位论文等多项荣誉奖励。入选阿里巴巴“阿里星”、腾讯“青云计划”、京东“TGT”等多项顶尖人才计划。

新闻

教育及工作经历

代表性论文

本人共发表 同行评审论文 50 余篇，其中包括 3 篇 ESI 热点论文 (Top 0.1%)、 13 篇 ESI 高被引论文 (Top 1%) 以及 5 篇期刊最受欢迎论文 (Top 10)。 在 Google Scholar 上的总引用量超过 8862 次。 完整论文列表请参见 Google Scholar 主页或点击访问 完整论文列表页面。

2026

[1] AgriFM: A Multi-Source Temporal Remote Sensing Foundation Model for Crop Mapping
Wenyuan Li, Shunlin Liang, Keyan Chen, Yongzhe Chen, Han Ma, Jianglei Xu, Yichuan Ma, Shikang Guan, Husheng Fang, Zhenwei Shi
Remote Sensing of Environment (RSE), 2026
(New, Top Journal)
[arXiv] [Code] [Google Scholar]

2025

[2] RSRefSeg 2: Decoupling Referring Remote Sensing Image Segmentation With Foundation Models
Keyan Chen, Chenyang Liu, Bowen Chen, Jiafan Zhang, Zhengxia Zou, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025
(New)
[PDF] [arXiv] [Code] [Google Scholar]
[3] TriDF: Triplane-Accelerated Density Fields for Few-Shot Remote Sensing Novel View Synthesis
Jiaming Kang, Keyan Chen, Zhengxia Zou, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025
(New)
[PDF] [arXiv] [Code] [Google Scholar]
[4] 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, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025
(New)
[PDF] [arXiv] [Code] [Google Scholar]
[5] Open-CD: A Comprehensive Toolbox for Change Detection
Kaiyu Li†, Jiawei Jiang†, Chengxi Han†, Yupeng Deng†, Keyan Chen†, Zhuo Zheng†, Hao Chen†, Ziyuan Liu†, Yuantao Gu, Zhengxia Zou, Zhenwei Shi, Sheng Fang, Deyu Meng, Zhi Wang, Xiangyong Cao
Proceedings of the 33rd ACM International Conference on Multimedia (ACM MM), 2025
(New, High Star)
[PDF] [arXiv] [Code] [Google Scholar]
[6] Cascaded Autoregressive Diffusion Models for Remote Sensing Scene Generation
Yuanrui Zhang, Liqin Liu, Keyan Chen, Jia Xu, Zhenwei Shi, Zhengxia Zou
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025
(New)
[PDF] [Google Scholar]
[7] SeG-SR: Integrating Semantic Knowledge Into Remote Sensing Image Super-Resolution via Vision-Language Model
Bowen Chen, Keyan Chen, Mohan Yang, Zhengxia Zou, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025
(New)
[PDF] [arXiv] [Code] [Google Scholar]
[8] Remote Sensing Spatiotemporal Vision-Language Models: A Comprehensive Survey
Chenyang Liu, Jiafan Zhang, Keyan Chen, Man Wang, Zhengxia Zou, Zhenwei Shi
IEEE Geoscience and Remote Sensing Magazine (GRSM), 2025
(New, Top Journal) • [ESI Highly Cited]
[PDF] [arXiv] [Code] [Google Scholar]
[9] 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, Zhenwei Shi
ArXiv Preprint, 2025
(New)
[arXiv] [Code] [Google Scholar]
[10] Text2earth: Unlocking Text-Driven Remote Sensing Image Generation With a Global-Scale Dataset and a Foundation Model
Chenyang Liu, Keyan Chen, Rui Zhao, Zhengxia Zou, Zhenwei Shi
IEEE Geoscience and Remote Sensing Magazine (GRSM), 2025
(New, Top Journal) • [Top 10 Most Popular] • [ESI Highly Cited]
[PDF] [arXiv] [Code] [Google Scholar]
[11] DynamicVis: An Efficient and General Visual Foundation Model for Remote Sensing Image Understanding
Keyan Chen, Chenyang Liu, Bowen Chen, Wenyuan Li, Zhengxia Zou, Zhenwei Shi
ArXiv Preprint, 2025
(New)
[arXiv] [Code] [Google Scholar]
[12] 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
(New) • [ESI Highly Cited]
[PDF] [arXiv] [Code] [Google Scholar]
[13] Zero-Shot Image Harmonization With Generative Model Prior
Jianqi Chen, Yilan Zhang, Zhengxia Zou, Keyan Chen, Zhenwei Shi
IEEE Transactions on Multimedia (TMM), 2025
(New)
[PDF] [arXiv] [Code] [Google Scholar]
[14] 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
[PDF] [Google Scholar]

2024

[15] Semantic-CC: Boosting Remote Sensing Image Change Captioning via Foundational Knowledge and Semantic Guidance
Yongshuo Zhu, Lu Li, Keyan Chen, Chenyang Liu, Fugen Zhou, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
[PDF] [arXiv] [Google Scholar]
[16] 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), 2024
(Top Tier) • [ESI Highly Cited]
[中国图象图形学学会CSIG]: 看不见的攻击者：扩散模型如何实现”隐形”对抗攻击
[PDF] [arXiv] [Code] [Google Scholar]
[17] 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, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
[PDF] [Google Scholar]
[18] Change-Agent: Towards Interactive Comprehensive Remote Sensing Change Interpretation and Analysis
Chenyang Liu, Keyan Chen, Haotian Zhang, Zipeng Qi, Zhengxia Zou, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
[PDF] [arXiv] [Code] [Google Scholar]
[19] RSMamba: Remote Sensing Image Classification With State Space Model
Keyan Chen, Bowen Chen, Chenyang Liu, Wenyuan Li, Zhengxia Zou, Zhenwei Shi
IEEE Geoscience and Remote Sensing Letters (GRSL), 2024
(High Star) • [ESI Hot] • [ESI Highly Cited] • [Top 3 Most Popular]
[VALSE Forum Talk]: Efficient Visual Models for Remote Sensing Image
[极市平台]: RSMamba：性能SOTA的遥感图像分类Mamba
[PDF] [arXiv] [Code] [Google Scholar]
[20] RSCaMa: Remote Sensing Image Change Captioning With State Space Model
Chenyang Liu, Keyan Chen, Bowen Chen, Haotian Zhang, Zhengxia Zou, Zhenwei Shi
IEEE Geoscience and Remote Sensing Letters (GRSL), 2024
[ESI Highly Cited] • [Top 10 Most Popular]
[PDF] [arXiv] [Code] [Google Scholar]
[21] Digital-to-Physical Visual Consistency Optimization for Adversarial Patch Generation in Remote Sensing Scenes
Jianqi Chen, Yilan Zhang, Chenyang Liu, Keyan Chen, Zhengxia Zou, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
[PDF] [Google Scholar]
[22] BiFA: Remote Sensing Image Change Detection With Bitemporal Feature Alignment
Haotian Zhang, Hao Chen, Chenyao Zhou, Keyan Chen, Chenyang Liu, Zhengxia Zou, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
[ESI Highly Cited]
[PDF] [Code] [Google Scholar]
[23] 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, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
(High Star) • [ESI Hot] • [ESI Highly Cited] • [Top 3 Most Popular]
[OpenMMLab Talk]: 基于SAM大模型的实例分割研究 – RSPrompter
[极市平台]: RSPrompter：遥感图像实例分割利器，基于SAM实现自动分割
[OpenMMLab]: RSPrompter：基于SAM大模型的实例分割研究
[PDF] [arXiv] [Code] [Google Scholar]
[24] DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling
Wenyuan Li, Zili Liu, Keyan Chen, Hao Chen, Shunlin Liang, Zhengxia Zou, Zhenwei Shi
ArXiv Preprint, 2024
[arXiv] [Code] [Google Scholar]
[25] Generating Imperceptible and Cross-Resolution Remote Sensing Adversarial Examples Based on Implicit Neural Representations
Yu Zhang, Jianqi Chen, Liqin Liu, Keyan Chen, Zhenwei Shi, Zhengxia Zou
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
[PDF] [Google Scholar]

2023

[26] Continuous Cross-Resolution Remote Sensing Image Change Detection
Hao Chen, Haotian Zhang, Keyan Chen, Chenyao Zhou, Song Chen, Zhengxia Zou, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023
[PDF] [arXiv] [Code] [Google Scholar]
[27] Dense Pixel-to-Pixel Harmonization via Continuous Image Representation
Jianqi Chen, Yilan Zhang, Zhengxia Zou, Keyan Chen, Zhenwei Shi
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023
[PDF] [arXiv] [Code] [Google Scholar]
[28] Ovarnet: Towards Open-Vocabulary Object Attribute Recognition
Keyan Chen, Xiaolong Jiang, Yao Hu, Xu Tang, Yan Gao, Jianqi Chen, Weidi Xie
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
(Top Conference)
[小红书]: 小红书提出OvarNet模型：开集预测的新SOTA，“万物识别”有了新玩法
[PDF] [arXiv] [Code] [Google Scholar]
[29] 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, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023
[ESI Highly Cited]
[PDF] [arXiv] [Code] [Google Scholar]
[30] Object Detection in 20 Years: A Survey
Zhengxia Zou, Keyan Chen, Zhenwei Shi, Yuhong Guo, Jieping Ye
Proceedings of the IEEE (P. IEEE), 2023
(Top Tier) • [ESI Hot] • [ESI Highly Cited] • [Most Popular] • [Most Downloaded] • [CS231n Reference]
[Proc. IEEE News]: Proceedings of the IEEE Paper Explores Object Detection’s Evolution and Future Directions
[专知]: 40页《20年目标检测综述》最新论文，带你全面了解目标检测方法
[PDF] [arXiv] [Code] [Google Scholar]

2022

[31] Geographical Supervision Correction for Remote Sensing Representation Learning
Wenyuan Li, Keyan Chen, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2022
[PDF] [Google Scholar]
[32] Contrastive Learning for Fine-Grained Ship Classification in Remote Sensing Images
Jianqi Chen, Keyan Chen, Hao Chen, Wenyuan Li, Zhengxia Zou, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2022
[PDF] [Code] [Google Scholar]
[33] 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, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2022
[PDF] [Code] [Google Scholar]

2021

[34] Building Extraction From Remote Sensing Images With Sparse Token Transformers
Keyan Chen, Zhengxia Zou, Zhenwei Shi
Remote Sensing, 2021
[ESI Highly Cited]
[PDF] [Code] [Google Scholar]
[35] Geographical Knowledge-Driven Representation Learning for Remote Sensing Images
Wenyuan Li, Keyan Chen, Hao Chen, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021
[PDF] [arXiv] [Code] [Google Scholar]

学术影响

研究工作获得包括图灵奖得主及40余位院士/Fellow的正面引用与评价。截至目前，谷歌学术引用超8000次，相关成果被IEEE、中国图象图形学学会(CSIG)等权威机构专题报道。开源项目在GitHub累计获得3000+ Stars。代表性学术影响如下：

代表性项目

纵向项目

应用项目

荣誉奖项

学术活动与服务

学术服务

期刊审稿

会议审稿

特邀报告

教学经历

附录

完整论文列表

2026
[1] AgriFM: A Multi-Source Temporal Remote Sensing Foundation Model for Crop Mapping
Wenyuan Li, Shunlin Liang, Keyan Chen, Yongzhe Chen, Han Ma, Jianglei Xu, Yichuan Ma, Shikang Guan, Husheng Fang, Zhenwei Shi
Remote Sensing of Environment (RSE), 2026
(New, Top Journal)
[arXiv] [Code]
2025
[2] RSRefSeg 2: Decoupling Referring Remote Sensing Image Segmentation With Foundation Models
Keyan Chen, Chenyang Liu, Bowen Chen, Jiafan Zhang, Zhengxia Zou, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025
(New)
[PDF] [arXiv] [Code]
[3] 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 (Acta Aeronautica et Astronautica Sinica), 2025
(New)
[PDF]
[4] TriDF: Triplane-Accelerated Density Fields for Few-Shot Remote Sensing Novel View Synthesis
Jiaming Kang, Keyan Chen, Zhengxia Zou, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025
(New)
[PDF] [arXiv] [Code]
[5] 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, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025
(New)
[PDF] [arXiv] [Code]
[6] Open-CD: A Comprehensive Toolbox for Change Detection
Kaiyu Li†, Jiawei Jiang†, Chengxi Han†, Yupeng Deng†, Keyan Chen†, Zhuo Zheng†, Hao Chen†, Ziyuan Liu†, Yuantao Gu, Zhengxia Zou, Zhenwei Shi, Sheng Fang, Deyu Meng, Zhi Wang, Xiangyong Cao
Proceedings of the 33rd ACM International Conference on Multimedia (ACM MM), 2025
(New, High Star)
[PDF] [arXiv] [Code]
[7] Cascaded Autoregressive Diffusion Models for Remote Sensing Scene Generation
Yuanrui Zhang, Liqin Liu, Keyan Chen, Jia Xu, Zhenwei Shi, Zhengxia Zou
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025
(New)
[PDF]
[8] 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 (Chinese Space Science and Technology), 2025
[PDF]
[9] SeG-SR: Integrating Semantic Knowledge Into Remote Sensing Image Super-Resolution via Vision-Language Model
Bowen Chen, Keyan Chen, Mohan Yang, Zhengxia Zou, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025
(New)
[PDF] [arXiv] [Code]
[10] Remote Sensing Spatiotemporal Vision-Language Models: A Comprehensive Survey
Chenyang Liu, Jiafan Zhang, Keyan Chen, Man Wang, Zhengxia Zou, Zhenwei Shi
IEEE Geoscience and Remote Sensing Magazine (GRSM), 2025
(New, Top Journal) • [ESI Highly Cited]
[PDF] [arXiv] [Code]
[11] Semantic-CD: Remote Sensing Image Semantic Change Detection Towards Open-Vocabulary Setting
Yongshuo Zhu, Lu Li, Keyan Chen, Chenyang Liu, Fugen Zhou, Zhenwei Shi
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2025
(New)
[PDF] [arXiv]
[12] RSRefSeg: Referring Remote Sensing Image Segmentation With Foundation Models
Keyan Chen, Jiafan Zhang, Chenyang Liu, Zhengxia Zou, Zhenwei Shi
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2025
(New)
[PDF] [arXiv] [Code]
[13] 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 (Computer Education), 2025
[PDF]
[14] 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, Zhenwei Shi
ArXiv Preprint, 2025
(New)
[arXiv] [Code]
[15] 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, Zhenwei Shi
IEEE Geoscience and Remote Sensing Magazine (GRSM), 2025
(New, Top Journal) • [Top 10 Most Popular] • [ESI Highly Cited]
[PDF] [arXiv] [Code]
[16] Heterogeneous Mixture of Experts for Remote Sensing Image Super-Resolution
Bowen Chen, Keyan Chen, Mohan Yang, Zhengxia Zou, Zhenwei Shi
IEEE Geoscience and Remote Sensing Letters (GRSL), 2025
(New)
[PDF] [arXiv]
[17] DynamicVis: An Efficient and General Visual Foundation Model for Remote Sensing Image Understanding
Keyan Chen, Chenyang Liu, Bowen Chen, Wenyuan Li, Zhengxia Zou, Zhenwei Shi
ArXiv Preprint, 2025
(New)
[arXiv] [Code]
[18] CDMamba: Incorporating Local Clues Into Mamba for Remote Sensing Image Binary Change Detection
Haotian Zhang, Keyan Chen, Chenyang Liu, Hao Chen, Zhengxia Zou, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025
(New) • [ESI Highly Cited]
[PDF] [arXiv] [Code]
[19] Zero-Shot Image Harmonization With Generative Model Prior
Jianqi Chen, Yilan Zhang, Zhengxia Zou, Keyan Chen, Zhenwei Shi
IEEE Transactions on Multimedia (TMM), 2025
(New)
[PDF] [arXiv] [Code]
[20] 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
[PDF]
2024
[21] Structural Representation-Guided GAN for Remote Sensing Image Cloud Removal
Jiajun Yang, Wenjing Wang, Keyan Chen, Liqin Liu, Zhengxia Zou, Zhenwei Shi
IEEE Geoscience and Remote Sensing Letters (GRSL), 2024
[PDF]
[22] Leveraging Language-Aligned Visual Knowledge for Remote Sensing Image Spectral Super-Resolution
Bowen Chen, Keyan Chen, Liqin Liu, Zhenwei Shi, Zhengxia Zou
Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2024
[PDF]
[23] Semantic-CC: Boosting Remote Sensing Image Change Captioning via Foundational Knowledge and Semantic Guidance
Yongshuo Zhu, Lu Li, Keyan Chen, Chenyang Liu, Fugen Zhou, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
[PDF] [arXiv]
[24] 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), 2024
(Top Tier) • [ESI Highly Cited]
[中国图象图形学学会CSIG]: 看不见的攻击者：扩散模型如何实现”隐形”对抗攻击
[PDF] [arXiv] [Code]
[25] Weakly Supervised Adversarial Training for Remote Sensing Image Cloud and Snow Detection
Jiajun Yang, Wenyuan Li, Keyan Chen, Zili Liu, Zhenwei Shi, Zhengxia Zou
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (J-STARS), 2024
[PDF]
[26] 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, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
[PDF]
[27] Change-Agent: Towards Interactive Comprehensive Remote Sensing Change Interpretation and Analysis
Chenyang Liu, Keyan Chen, Haotian Zhang, Zipeng Qi, Zhengxia Zou, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
[PDF] [arXiv] [Code]
[28] Learning to Detect Cloud and Snow in Remote Sensing Images From Noisy Labels
Zili Liu, Hao Chen, Wenyuan Li, Keyan Chen, Zipeng Qi, Chenyang Liu, Zhengxia Zou, Zhenwei Shi
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2024
[PDF] [arXiv]
[29] Pixel-Level Change Detection Pseudo-Label Learning for Remote Sensing Change Captioning
Chenyang Liu, Keyan Chen, Zipeng Qi, Zili Liu, Haotian Zhang, Zhengxia Zou, Zhenwei Shi
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2024
[PDF] [arXiv]
[30] Time Travelling Pixels: Bitemporal Features Integration With Foundation Model for Remote Sensing Image Change Detection
Keyan Chen, Chengyang Liu, Wenyuan Li, Zili Liu, Hao Chen, Haotian Zhang, Zhengxia Zou, Zhenwei Shi
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2024
[PDF] [arXiv] [Code]
[31] Residual Group Enhanced GAN for Remote Sensing Image Cloud Shadow Removal
Jiajun Yang, Chenyang Liu, Keyan Chen, Zhengxia Zou, Zhenwei Shi
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2024
[PDF]
[32] Few-Shot Remote Sensing Novel View Synthesis With Geometry Constraint Nerf
Jiaming Kang, Keyan Chen, Zhengxia Zou, Zhenwei Shi
Guidance, Navigation and Control (GNC), 2024
[PDF]
[33] RSMamba: Remote Sensing Image Classification With State Space Model
Keyan Chen, Bowen Chen, Chenyang Liu, Wenyuan Li, Zhengxia Zou, Zhenwei Shi
IEEE Geoscience and Remote Sensing Letters (GRSL), 2024
(High Star) • [ESI Hot] • [ESI Highly Cited] • [Top 3 Most Popular]
[VALSE Forum Talk]: Efficient Visual Models for Remote Sensing Image
[极市平台]: RSMamba：性能SOTA的遥感图像分类Mamba
[PDF] [arXiv] [Code]
[34] RSCaMa: Remote Sensing Image Change Captioning With State Space Model
Chenyang Liu, Keyan Chen, Bowen Chen, Haotian Zhang, Zhengxia Zou, Zhenwei Shi
IEEE Geoscience and Remote Sensing Letters (GRSL), 2024
[ESI Highly Cited] • [Top 10 Most Popular]
[PDF] [arXiv] [Code]
[35] 一种无锚旋转框遥感图像船只目标检测算法
李露, 陈科研, 刘辰阳, 史振威
北京航空航天大学学报, 2024
[PDF]
[36] Digital-to-Physical Visual Consistency Optimization for Adversarial Patch Generation in Remote Sensing Scenes
Jianqi Chen, Yilan Zhang, Chenyang Liu, Keyan Chen, Zhengxia Zou, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
[PDF]
[37] BiFA: Remote Sensing Image Change Detection With Bitemporal Feature Alignment
Haotian Zhang, Hao Chen, Chenyao Zhou, Keyan Chen, Chenyang Liu, Zhengxia Zou, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
[ESI Highly Cited]
[PDF] [Code]
[38] 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, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
(High Star) • [ESI Hot] • [ESI Highly Cited] • [Top 3 Most Popular]
[OpenMMLab Talk]: 基于SAM大模型的实例分割研究 – RSPrompter
[极市平台]: RSPrompter：遥感图像实例分割利器，基于SAM实现自动分割
[OpenMMLab]: RSPrompter：基于SAM大模型的实例分割研究
[PDF] [arXiv] [Code]
[39] DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling
Wenyuan Li, Zili Liu, Keyan Chen, Hao Chen, Shunlin Liang, Zhengxia Zou, Zhenwei Shi
ArXiv Preprint, 2024
[arXiv] [Code]
[40] Generating Imperceptible and Cross-Resolution Remote Sensing Adversarial Examples Based on Implicit Neural Representations
Yu Zhang, Jianqi Chen, Liqin Liu, Keyan Chen, Zhenwei Shi, Zhengxia Zou
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024
[PDF]
2023
[41] Continuous Cross-Resolution Remote Sensing Image Change Detection
Hao Chen, Haotian Zhang, Keyan Chen, Chenyao Zhou, Song Chen, Zhengxia Zou, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023
[PDF] [arXiv] [Code]
[42] Dense Pixel-to-Pixel Harmonization via Continuous Image Representation
Jianqi Chen, Yilan Zhang, Zhengxia Zou, Keyan Chen, Zhenwei Shi
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023
[PDF] [arXiv] [Code]
[43] Ovarnet: Towards Open-Vocabulary Object Attribute Recognition
Keyan Chen, Xiaolong Jiang, Yao Hu, Xu Tang, Yan Gao, Jianqi Chen, Weidi Xie
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
(Top Conference)
[小红书]: 小红书提出OvarNet模型：开集预测的新SOTA，“万物识别”有了新玩法
[PDF] [arXiv] [Code]
[44] 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, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023
[ESI Highly Cited]
[PDF] [arXiv] [Code]
[45] Object Detection in 20 Years: A Survey
Zhengxia Zou, Keyan Chen, Zhenwei Shi, Yuhong Guo, Jieping Ye
Proceedings of the IEEE (P. IEEE), 2023
(Top Tier) • [ESI Hot] • [ESI Highly Cited] • [Most Popular] • [Most Downloaded] • [CS231n Reference]
[Proc. IEEE News]: Proceedings of the IEEE Paper Explores Object Detection’s Evolution and Future Directions
[专知]: 40页《20年目标检测综述》最新论文，带你全面了解目标检测方法
[PDF] [arXiv] [Code]
2022
[46] Resolution-Agnostic Remote Sensing Scene Classification With Implicit Neural Representations
Keyan Chen, Wenyuan Li, Jianqi Chen, Zhengxia Zou, Zhenwei Shi
IEEE Geoscience and Remote Sensing Letters (GRSL), 2022
[PDF] [Code]
[47] Geographical Supervision Correction for Remote Sensing Representation Learning
Wenyuan Li, Keyan Chen, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2022
[PDF]
[48] Contrastive Learning for Fine-Grained Ship Classification in Remote Sensing Images
Jianqi Chen, Keyan Chen, Hao Chen, Wenyuan Li, Zhengxia Zou, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2022
[PDF] [Code]
[49] 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, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2022
[PDF] [Code]
2021
[50] Building Extraction From Remote Sensing Images With Sparse Token Transformers
Keyan Chen, Zhengxia Zou, Zhenwei Shi
Remote Sensing, 2021
[ESI Highly Cited]
[PDF] [Code]
[51] Geographical Knowledge-Driven Representation Learning for Remote Sensing Images
Wenyuan Li, Keyan Chen, Hao Chen, Zhenwei Shi
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021
[PDF] [arXiv] [Code]
2018
[52] Kinect-Based Hand Tracking for First-Person-Perspective Robotic Arm Teleoperation
Xue Bai, Changqiang Li, Keyan Chen, Yongjie Feng, Zhaowei Yu, Ming Xu
IEEE International Conference on Information and Automation (ICIA), 2018
[PDF]
2017
[53] Application of the 3D-Printing and Commercial Off-The-Shelf Components in the Design of a Micro-Propulsion System
Zhuoheng Li, Anliang Wang, Muhammad Mahtab, Keyan Chen, Jikai Wang
Conference on Small Satellites, 2017
[PDF]

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