Lei Ding

49 papers A* 1C 2Journal 46
YearRankTypeTitle / Venue / Authors
2026 J jnl
Propagating spatio-temporal state and progressively associating trajectory for satellite video multi-object tracking.
Expert Syst. Appl.
Kun Zhu, Haitao Guo, Guanzhou Chen, Xiaodong Zhang, Lei Ding, Xiangyun Liu, Jun Lu
2026 A* conf
S2C: A Noise-Resistant Difference Learning Framework for Unsupervised Change Detection in VHR Remote Sensing Images.
AAAI
Lei Ding, Xibing Zuo, Haitao Guo, Jun Lu, Zhihui Gong, Xuanguang Liu, Jicang Lu
2026 J jnl
Tri-path DINO: Feature Complementary Learning for Remote Sensing Multi-Class Change Detection.
CoRR
Kai Zheng, Hang-Cheng Dong, Shoulei Liu, Zhenkai Wu, Fupeng Wei, Lei Ding, Wei Zhang
2026 J jnl
VFM-Loc: Zero-Shot Cross-View Geo-Localization via Aligning Discriminative Visual Hierarchies.
CoRR
Jun Lu, Zehao Sang, Haoqi Wei, Xiangyun Liu, Kun Zhu, Haitao Guo, Zhihui Gong, Lei Ding
2025 J jnl
A Survey of Sample-Efficient Deep Learning for Change Detection in Remote Sensing: Tasks, Strategies, and Challenges.
CoRR
Lei Ding, Danfeng Hong, Maofan Zhao, Hongruixuan Chen, Chenyu Li, Jie Deng, Naoto Yokoya, Lorenzo Bruzzone, Jocelyn Chanussot
2025 J jnl
Changes in Gaza: DINOv3-Powered Multi-Class Change Detection for Damage Assessment in Conflict Zones.
CoRR
Kai Zheng, Zhenkai Wu, Fupeng Wei, Miaolan Zhou, Kai Lie, Haitao Guo, Lei Ding, Wei Zhang, Hang-Cheng Dong
2025 J jnl
ChessMamba: Structure-Aware Interleaving of State Spaces for Change Detection in Remote Sensing Images.
CoRR
Lei Ding, Tong Liu, Xuanguang Liu, Xiangyun Liu, Haitao Guo, Jun Lu
2025 J jnl
HALO: Hierarchical Adaptive Feature Learning and Cross-View Interaction for Object-Level Geo-Localization.
IEEE Trans. Geosci. Remote. Sens.
Zehao Zhang, Yuqi Sun, Lei Ding, Huayu Zhang, Yufeng Wang, Wenrui Ding
2025 J jnl
Integrating Segment Anything Model With Instance-Level Change Generation for Single-Temporal Unsupervised Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Xibing Zuo, Jie Rui, Lei Ding, Fei Jin, Yuzhun Lin, Shuxiang Wang, Xiao Liu, Juan Lei
2025 J jnl
Multitask Siamese Network Guided by Enhanced Change Information for Semantic Change Detection in Bitemporal Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xibing Zuo, Fei Jin, Lei Ding, Shuxiang Wang, Yuzhun Lin, Bing Liu, Yao Ding
2025 J jnl
Recurrent Semantic Change Detection in VHR Remote Sensing Images Using Visual Foundation Models.
IEEE Trans. Geosci. Remote. Sens.
Jing Zhang, Lei Ding, Tingyuan Zhou, Jian Wang, Peter M. Atkinson, Lorenzo Bruzzone
2025 J jnl
S2C: Learning Noise-Resistant Differences for Unsupervised Change Detection in Multimodal Remote Sensing Images.
CoRR
Lei Ding, Xibing Zuo, Danfeng Hong, Haitao Guo, Jun Lu, Zhihui Gong, Lorenzo Bruzzone
2024 J jnl
Adapting Segment Anything Model for Change Detection in VHR Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Lei Ding, Kun Zhu, Daifeng Peng, Hao Tang, Kuiwu Yang, Lorenzo Bruzzone
2024 J jnl
Coarse-to-Fine Structure and Semantic Learning for Single-Sample SAR Image Generation.
Remote. Sens.
Xilin Wang, Bingwei Hui, Pengcheng Guo, Rubo Jin, Lei Ding
2024 J jnl
Joint Spatio-Temporal Modeling for Semantic Change Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Lei Ding, Jing Zhang, Haitao Guo, Kai Zhang, Bing Liu, Lorenzo Bruzzone
2023 J jnl
Adapting Segment Anything Model for Change Detection in HR Remote Sensing Images.
CoRR
Lei Ding, Kun Zhu, Daifeng Peng, Hao Tang, Kuiwu Yang, Lorenzo Bruzzone
2023 J jnl
Adaptive Adjacent Layer Feature Fusion for Object Detection in Remote Sensing Images.
Remote. Sens.
Xuesong Zhang, Zhihui Gong, Haitao Guo, Xiangyun Liu, Lei Ding, Kun Zhu, Jiaqi Wang
2023 J jnl
An Anchor-Free and Angle-Free Detector for Oriented Object Detection Using Bounding Box Projection.
IEEE Trans. Geosci. Remote. Sens.
Donghang Yu, Haitao Guo, Chuan Zhao, Xiangyun Liu, Qing Xu, Yuzhun Lin, Lei Ding
2023 C conf
Bi-Directional Temporal Modelling for Semantic Change Detection in Remote Sensing Images.
IGARSS
Jing Zhang, Lei Ding, Lorenzo Bruzzone
2023 J jnl
Correction: Niu et al. SMNet: Symmetric Multi-Task Network for Semantic Change Detection in Remote Sensing Images Based on CNN and Transformer. Remote Sens. 2022, 15, 949.
Remote. Sens.
Yiting Niu, Haitao Guo, Jun Lu, Lei Ding, Donghang Yu
2023 J jnl
Deep Unsupervised Key Frame Extraction for Efficient Video Classification.
ACM Trans. Multim. Comput. Commun. Appl.
Hao Tang, Lei Ding, Songsong Wu, Bin Ren, Nicu Sebe, Paolo Rota
2023 J jnl
MS-AGAN: Road Extraction via Multi-Scale Information Fusion and Asymmetric Generative Adversarial Networks from High-Resolution Remote Sensing Images under Complex Backgrounds.
Remote. Sens.
Shaofu Lin, Xin Yao, Xiliang Liu, Shaohua Wang, Hua-Min Chen, Lei Ding, Jing Zhang, Guihong Chen, Qiang Mei
2023 J jnl
Relation Changes Matter: Cross-Temporal Difference Transformer for Change Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Kai Zhang, Xue Zhao, Feng Zhang, Lei Ding, Jiande Sun, Lorenzo Bruzzone
2023 J jnl
SMNet: Symmetric Multi-Task Network for Semantic Change Detection in Remote Sensing Images Based on CNN and Transformer.
Remote. Sens.
Yiting Niu, Haitao Guo, Jun Lu, Lei Ding, Donghang Yu
2022 J jnl
Accurate Recognition of Building Rooftops and Assessment of Long-Term Carbon Emission Reduction from Rooftop Solar Photovoltaic Systems Fusing GF-2 and Multi-Source Data.
Remote. Sens.
Shaofu Lin, Chang Zhang, Lei Ding, Jing Zhang, Xiliang Liu, Guihong Chen, Shaohua Wang, Jinchuan Chai
2022 J jnl
Adversarial Shape Learning for Building Extraction in VHR Remote Sensing Images.
IEEE Trans. Image Process.
Lei Ding, Hao Tang, Yahui Liu, Yilei Shi, Xiao Xiang Zhu, Lorenzo Bruzzone
2022 J jnl
Bi-Temporal Semantic Reasoning for the Semantic Change Detection in HR Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Lei Ding, Haitao Guo, Sicong Liu, Lichao Mou, Jing Zhang, Lorenzo Bruzzone
2022 J jnl
Deep Unsupervised Key Frame Extraction for Efficient Video Classification.
CoRR
Hao Tang, Lei Ding, Songsong Wu, Bin Ren, Nicu Sebe, Paolo Rota
2022 J jnl
ES2FL: Ensemble Self-Supervised Feature Learning for Small Sample Classification of Hyperspectral Images.
Remote. Sens.
Bing Liu, Kuiliang Gao, Anzhu Yu, Lei Ding, Chunping Qiu, Jia Li
2022 J jnl
From Video to Hyperspectral: Hyperspectral Image-Level Feature Extraction with Transfer Learning.
Remote. Sens.
Yifan Sun, Bing Liu, Xuchu Yu, Anzhu Yu, Kuiliang Gao, Lei Ding
2022 J jnl
Joint Spatio-Temporal Modeling for the Semantic Change Detection in Remote Sensing Images.
CoRR
Lei Ding, Jing Zhang, Kai Zhang, Haitao Guo, Bing Liu, Lorenzo Bruzzone
2022 J jnl
Looking Outside the Window: Wide-Context Transformer for the Semantic Segmentation of High-Resolution Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Lei Ding, Dong Lin, Shaofu Lin, Jing Zhang, Xiaojie Cui, Yuebin Wang, Hao Tang, Lorenzo Bruzzone
2022 J jnl
MP-ResNet: Multipath Residual Network for the Semantic Segmentation of High-Resolution PolSAR Images.
IEEE Geosci. Remote. Sens. Lett.
Lei Ding, Kai Zheng, Dong Lin, Yuxing Chen, Bing Liu, Jiansheng Li, Lorenzo Bruzzone
2022 J jnl
Object Detection Based on Adaptive Feature-Aware Method in Optical Remote Sensing Images.
Remote. Sens.
Jiaqi Wang, Zhihui Gong, Xiangyun Liu, Haitao Guo, Donghang Yu, Lei Ding
2022 J jnl
Perceiving Spectral Variation: Unsupervised Spectrum Motion Feature Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yifan Sun, Bing Liu, Xuchu Yu, Anzhu Yu, Kuiliang Gao, Lei Ding
2022 J jnl
REMNet: Recurrent Evolution Memory-Aware Network for Accurate Long-Term Weather Radar Echo Extrapolation.
IEEE Trans. Geosci. Remote. Sens.
Jinrui Jing, Qian Li, Leiming Ma, Lei Chen, Lei Ding
2021 J jnl
Adversarial Shape Learning for Building Extraction in VHR Remote Sensing Images.
CoRR
Lei Ding, Hao Tang, Yahui Liu, Yilei Shi, Lorenzo Bruzzone
2021 J jnl
Bi-Temporal Semantic Reasoning for the Semantic Change Detection in HR Remote Sensing Images.
CoRR
Lei Ding, Haitao Guo, Sicong Liu, Lichao Mou, Jing Zhang, Lorenzo Bruzzone
2021 J jnl
DiResNet: Direction-Aware Residual Network for Road Extraction in VHR Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Lei Ding, Lorenzo Bruzzone
2021 J jnl
LANet: Local Attention Embedding to Improve the Semantic Segmentation of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Lei Ding, Hao Tang, Lorenzo Bruzzone
2021 J jnl
Looking Outside the Window: Wider-Context Transformer for the Semantic Segmentation of High-Resolution Remote Sensing Images.
CoRR
Lei Ding, Dong Lin, Shaofu Lin, Jing Zhang, Xiaojie Cui, Yuebin Wang, Hao Tang, Lorenzo Bruzzone
2021 J jnl
SDFL-FC: Semisupervised Deep Feature Learning With Feature Consistency for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yun Cao, Yuebin Wang, Junhuan Peng, Chunping Qiu, Lei Ding, Xiao Xiang Zhu
2020 J jnl
Active Deep Densely Connected Convolutional Network for Hyperspectral Image Classification.
CoRR
Bing Liu, Anzhu Yu, Pengqiang Zhang, Lei Ding, Wenyue Guo, Kuiliang Gao, Xibing Zuo
2020 J jnl
DiResNet: Direction-aware Residual Network for Road Extraction in VHR Remote Sensing Images.
CoRR
Lei Ding, Lorenzo Bruzzone
2020 J jnl
MP-ResNet: Multi-path Residual Network for the Semantic segmentation of High-Resolution PolSAR Images.
CoRR
Lei Ding, Kai Zheng, Dong Lin, Yuxing Chen, Bing Liu, Jiansheng Li, Lorenzo Bruzzone
2020 J jnl
Multi-Scale Context Aggregation for Semantic Segmentation of Remote Sensing Images.
Remote. Sens.
Jing Zhang, Shaofu Lin, Lei Ding, Lorenzo Bruzzone
2020 J jnl
Semantic Segmentation of Large-Size VHR Remote Sensing Images Using a Two-Stage Multiscale Training Architecture.
IEEE Trans. Geosci. Remote. Sens.
Lei Ding, Jing Zhang, Lorenzo Bruzzone
2019 C conf
A Deep Architecture Based on a Two-Stage Learning for Semantic Segmentation of Large-Size Remote Sensing Images.
IGARSS
Lei Ding, Lorenzo Bruzzone
2019 J jnl
Improving Semantic Segmentation of Aerial Images Using Patch-based Attention.
CoRR
Lei Ding, Hao Tang, Lorenzo Bruzzone