A Deep Architecture Based on a Two-Stage Learning for Semantic Segmentation of Large-Size Remote Sensing Images. - Lei Ding 008; Lorenzo Bruzzone (IGARSS, 2019)

Improving Semantic Segmentation of Aerial Images Using Patch-based Attention. - Lei Ding 008; Hao Tang 005; Lorenzo Bruzzone (CoRR, 2019)

Active Deep Densely Connected Convolutional Network for Hyperspectral Image Classification. - Bing Liu 018; Anzhu Yu; Pengqiang Zhang; Lei Ding 008; Wenyue Guo; Kuiliang Gao; Xibing Zuo (CoRR, 2020)

MP-ResNet: Multi-path Residual Network for the Semantic segmentation of High-Resolution PolSAR Images. - Lei Ding 008; Kai Zheng; Dong Lin; Yuxing Chen; Bing Liu 018; Jiansheng Li; Lorenzo Bruzzone (CoRR, 2020)

Multi-Scale Context Aggregation for Semantic Segmentation of Remote Sensing Images. - Jing Zhang 023; Shaofu Lin; Lei Ding 008; Lorenzo Bruzzone (Remote. Sens., 2020)

Semantic Segmentation of Large-Size VHR Remote Sensing Images Using a Two-Stage Multiscale Training Architecture. - Lei Ding 008; Jing Zhang 023; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2020)

Adversarial Shape Learning for Building Extraction in VHR Remote Sensing Images. - Lei Ding 008; Hao Tang 005; Yahui Liu; Yilei Shi; Lorenzo Bruzzone (CoRR, 2021)

Looking Outside the Window: Wider-Context Transformer for the Semantic Segmentation of High-Resolution Remote Sensing Images. - Lei Ding 008; Dong Lin; Shaofu Lin; Jing Zhang 023; Xiaojie Cui; Yuebin Wang; Hao Tang 005; Lorenzo Bruzzone (CoRR, 2021)

SDFL-FC: Semisupervised Deep Feature Learning With Feature Consistency for Hyperspectral Image Classification. - Yun Cao; Yuebin Wang; Junhuan Peng; Chunping Qiu; Lei Ding 008; Xiao Xiang Zhu 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

DiResNet: Direction-Aware Residual Network for Road Extraction in VHR Remote Sensing Images. - Lei Ding 008; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2021)

LANet: Local Attention Embedding to Improve the Semantic Segmentation of Remote Sensing Images. - Lei Ding 008; Hao Tang 005; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2021)

MP-ResNet: Multipath Residual Network for the Semantic Segmentation of High-Resolution PolSAR Images. - Lei Ding 008; Kai Zheng; Dong Lin; Yuxing Chen; Bing Liu 018; Jiansheng Li; Lorenzo Bruzzone (IEEE Geosci. Remote. Sens. Lett., 2022)

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. - Shaofu Lin; Chang Zhang; Lei Ding 008; Jing Zhang 023; Xiliang Liu; Guihong Chen; Shaohua Wang 001; Jinchuan Chai (Remote. Sens., 2022)

ES2FL: Ensemble Self-Supervised Feature Learning for Small Sample Classification of Hyperspectral Images. - Bing Liu 018; Kuiliang Gao; Anzhu Yu; Lei Ding 008; Chunping Qiu; Jia Li (Remote. Sens., 2022)

From Video to Hyperspectral: Hyperspectral Image-Level Feature Extraction with Transfer Learning. - Yifan Sun 008; Bing Liu 018; Xuchu Yu; Anzhu Yu; Kuiliang Gao; Lei Ding 008 (Remote. Sens., 2022)

Object Detection Based on Adaptive Feature-Aware Method in Optical Remote Sensing Images. - Jiaqi Wang; Zhihui Gong; Xiangyun Liu; Haitao Guo; Donghang Yu; Lei Ding 008 (Remote. Sens., 2022)

Bi-Temporal Semantic Reasoning for the Semantic Change Detection in HR Remote Sensing Images. - Lei Ding 008; Haitao Guo; Sicong Liu 001; Lichao Mou; Jing Zhang 023; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2022)

Looking Outside the Window: Wide-Context Transformer for the Semantic Segmentation of High-Resolution Remote Sensing Images. - Lei Ding 008; Dong Lin; Shaofu Lin; Jing Zhang 023; Xiaojie Cui; Yuebin Wang; Hao Tang 005; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2022)

REMNet: Recurrent Evolution Memory-Aware Network for Accurate Long-Term Weather Radar Echo Extrapolation. - Jinrui Jing; Qian Li 014; Leiming Ma; Lei Chen; Lei Ding 008 (IEEE Trans. Geosci. Remote. Sens., 2022)

Perceiving Spectral Variation: Unsupervised Spectrum Motion Feature Learning for Hyperspectral Image Classification. - Yifan Sun 008; Bing Liu 018; Xuchu Yu; Anzhu Yu; Kuiliang Gao; Lei Ding 008 (IEEE Trans. Geosci. Remote. Sens., 2022)

Adversarial Shape Learning for Building Extraction in VHR Remote Sensing Images. - Lei Ding 008; Hao Tang 005; Yahui Liu; Yilei Shi; Xiao Xiang Zhu 001; Lorenzo Bruzzone (IEEE Trans. Image Process., 2022)

Bi-Directional Temporal Modelling for Semantic Change Detection in Remote Sensing Images. - Jing Zhang 023; Lei Ding 008; Lorenzo Bruzzone (IGARSS, 2023)

Adapting Segment Anything Model for Change Detection in HR Remote Sensing Images. - Lei Ding 008; Kun Zhu 026; Daifeng Peng; Hao Tang 005; Kuiwu Yang; Lorenzo Bruzzone (CoRR, 2023)

An Anchor-Free and Angle-Free Detector for Oriented Object Detection Using Bounding Box Projection. - Donghang Yu; Haitao Guo; Chuan Zhao; Xiangyun Liu; Qing Xu 005; Yuzhun Lin; Lei Ding 008 (IEEE Trans. Geosci. Remote. Sens., 2023)

Relation Changes Matter: Cross-Temporal Difference Transformer for Change Detection in Remote Sensing Images. - Kai Zhang 010; Xue Zhao; Feng Zhang 028; Lei Ding 008; Jiande Sun 001; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2023)

Deep Unsupervised Key Frame Extraction for Efficient Video Classification. - Hao Tang 005; Lei Ding 008; Songsong Wu; Bin Ren; Nicu Sebe; Paolo Rota (ACM Trans. Multim. Comput. Commun. Appl., 2023)

SMNet: Symmetric Multi-Task Network for Semantic Change Detection in Remote Sensing Images Based on CNN and Transformer. - Yiting Niu; Haitao Guo; Jun Lu 005; Lei Ding 008; Donghang Yu (Remote. Sens., 2023)

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. - Yiting Niu; Haitao Guo; Jun Lu 005; Lei Ding 008; Donghang Yu (Remote. Sens., 2023)

MS-AGAN: Road Extraction via Multi-Scale Information Fusion and Asymmetric Generative Adversarial Networks from High-Resolution Remote Sensing Images under Complex Backgrounds. - Shaofu Lin; Xin Yao; Xiliang Liu; Shaohua Wang 001; Hua-Min Chen; Lei Ding 008; Jing Zhang 023; Guihong Chen; Qiang Mei (Remote. Sens., 2023)

Adaptive Adjacent Layer Feature Fusion for Object Detection in Remote Sensing Images. - Xuesong Zhang; Zhihui Gong; Haitao Guo; Xiangyun Liu; Lei Ding 008; Kun Zhu 003; Jiaqi Wang (Remote. Sens., 2023)

Joint Spatio-Temporal Modeling for Semantic Change Detection in Remote Sensing Images. - Lei Ding 008; Jing Zhang 023; Haitao Guo; Kai Zhang 010; Bing Liu 018; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2024)

Adapting Segment Anything Model for Change Detection in VHR Remote Sensing Images. - Lei Ding 008; Kun Zhu 003; Daifeng Peng; Hao Tang 005; Kuiwu Yang; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2024)

Coarse-to-Fine Structure and Semantic Learning for Single-Sample SAR Image Generation. - Xilin Wang; Bingwei Hui; Pengcheng Guo; Rubo Jin; Lei Ding 008 (Remote. Sens., 2024)

Multitask Siamese Network Guided by Enhanced Change Information for Semantic Change Detection in Bitemporal Remote Sensing Images. - Xibing Zuo; Fei Jin; Lei Ding 008; Shuxiang Wang; Yuzhun Lin; Bing Liu 018; Yao Ding 010 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Recurrent Semantic Change Detection in VHR Remote Sensing Images Using Visual Foundation Models. - Jing Zhang 023; Lei Ding 008; Tingyuan Zhou; Jian Wang 004; Peter M. Atkinson; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2025)

Integrating Segment Anything Model With Instance-Level Change Generation for Single-Temporal Unsupervised Change Detection. - Xibing Zuo; Jie Rui; Lei Ding 008; Fei Jin; Yuzhun Lin; Shuxiang Wang; Xiao Liu; Juan Lei (IEEE Trans. Geosci. Remote. Sens., 2025)

A Survey of Sample-Efficient Deep Learning for Change Detection in Remote Sensing: Tasks, Strategies, and Challenges. - Lei Ding 008; Danfeng Hong; Maofan Zhao; Hongruixuan Chen; Chenyu Li 002; Jie Deng 002; Naoto Yokoya; Lorenzo Bruzzone; Jocelyn Chanussot (CoRR, 2025)

S2C: Learning Noise-Resistant Differences for Unsupervised Change Detection in Multimodal Remote Sensing Images. - Lei Ding 008; Xibing Zuo; Danfeng Hong; Haitao Guo; Jun Lu 005; Zhihui Gong; Lorenzo Bruzzone (CoRR, 2025)