Lei Ding

According to our database, Lei Ding authored at least 34 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Multitask Siamese Network Guided by Enhanced Change Information for Semantic Change Detection in Bitemporal Remote Sensing Images.

Xibing Zuo, Fei Jin, Lei Ding, Shuxiang Wang, Yuzhun Lin, Bing Liu, Yao Ding

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

2024

Coarse-to-Fine Structure and Semantic Learning for Single-Sample SAR Image Generation.

Xilin Wang, Bingwei Hui, Pengcheng Guo, Rubo Jin, Lei Ding

Remote. Sens., September, 2024

Adapting Segment Anything Model for Change Detection in VHR Remote Sensing Images.

Lei Ding, Kun Zhu, Daifeng Peng, Hao Tang, Kuiwu Yang, Lorenzo Bruzzone

IEEE Trans. Geosci. Remote. Sens., 2024

Joint Spatio-Temporal Modeling for Semantic Change Detection in Remote Sensing Images.

Lei Ding, Jing Zhang, Haitao Guo, Kai Zhang, Bing Liu, Lorenzo Bruzzone

IEEE Trans. Geosci. Remote. Sens., 2024

2023

Adaptive Adjacent Layer Feature Fusion for Object Detection in Remote Sensing Images.

Xuesong Zhang, Zhihui Gong, Haitao Guo, Xiangyun Liu, Lei Ding, Kun Zhu, Jiaqi Wang

Remote. Sens., September, 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, Hua-Min Chen, Lei Ding, Jing Zhang, Guihong Chen, Qiang Mei

Remote. Sens., July, 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, Lei Ding, Donghang Yu

Remote. Sens., June, 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, Lei Ding, Donghang Yu

Remote. Sens., February, 2023

Deep Unsupervised Key Frame Extraction for Efficient Video Classification.

Hao Tang, Lei Ding, Songsong Wu, Bin Ren, Nicu Sebe, Paolo Rota

ACM Trans. Multim. Comput. Commun. Appl., 2023

Relation Changes Matter: Cross-Temporal Difference Transformer for Change Detection in Remote Sensing Images.

Kai Zhang, Xue Zhao, Feng Zhang, Lei Ding, Jiande Sun, Lorenzo Bruzzone

IEEE Trans. Geosci. Remote. Sens., 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, Yuzhun Lin, Lei Ding

IEEE Trans. Geosci. Remote. Sens., 2023

Adapting Segment Anything Model for Change Detection in HR Remote Sensing Images.

Lei Ding, Kun Zhu, Daifeng Peng, Hao Tang, Kuiwu Yang, Lorenzo Bruzzone

CoRR, 2023

Bi-Directional Temporal Modelling for Semantic Change Detection in Remote Sensing Images.

Jing Zhang, Lei Ding, Lorenzo Bruzzone

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Adversarial Shape Learning for Building Extraction in VHR Remote Sensing Images.

Lei Ding, Hao Tang, Yahui Liu, Yilei Shi, Xiao Xiang Zhu, Lorenzo Bruzzone

IEEE Trans. Image Process., 2022

Perceiving Spectral Variation: Unsupervised Spectrum Motion Feature Learning for Hyperspectral Image Classification.

Yifan Sun, Bing Liu, Xuchu Yu, Anzhu Yu, Kuiliang Gao, Lei Ding

IEEE Trans. Geosci. Remote. Sens., 2022

REMNet: Recurrent Evolution Memory-Aware Network for Accurate Long-Term Weather Radar Echo Extrapolation.

Jinrui Jing, Qian Li, Leiming Ma, Lei Chen, Lei Ding

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, Dong Lin, Shaofu Lin, Jing Zhang, Xiaojie Cui, Yuebin Wang, Hao Tang, Lorenzo Bruzzone

IEEE Trans. Geosci. Remote. Sens., 2022

Bi-Temporal Semantic Reasoning for the Semantic Change Detection in HR Remote Sensing Images.

Lei Ding, Haitao Guo, Sicong Liu, Lichao Mou, Jing Zhang, Lorenzo Bruzzone

IEEE Trans. Geosci. 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

Remote. Sens., 2022

From Video to Hyperspectral: Hyperspectral Image-Level Feature Extraction with Transfer Learning.

Yifan Sun, Bing Liu, Xuchu Yu, Anzhu Yu, Kuiliang Gao, Lei Ding

Remote. Sens., 2022

ES2FL: Ensemble Self-Supervised Feature Learning for Small Sample Classification of Hyperspectral Images.

Bing Liu, Kuiliang Gao, Anzhu Yu, Lei Ding, Chunping Qiu, Jia Li

Remote. Sens., 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, Jing Zhang, Xiliang Liu, Guihong Chen, Shaohua Wang, Jinchuan Chai

Remote. Sens., 2022

MP-ResNet: Multipath Residual Network for the Semantic Segmentation of High-Resolution PolSAR Images.

Lei Ding, Kai Zheng, Dong Lin, Yuxing Chen, Bing Liu, Jiansheng Li, Lorenzo Bruzzone

IEEE Geosci. Remote. Sens. Lett., 2022

2021

LANet: Local Attention Embedding to Improve the Semantic Segmentation of Remote Sensing Images.

Lei Ding, Hao Tang, Lorenzo Bruzzone

IEEE Trans. Geosci. Remote. Sens., 2021

DiResNet: Direction-Aware Residual Network for Road Extraction in VHR Remote Sensing Images.

Lei Ding, Lorenzo Bruzzone

IEEE Trans. Geosci. Remote. Sens., 2021

SDFL-FC: Semisupervised Deep Feature Learning With Feature Consistency for Hyperspectral Image Classification.

Yun Cao, Yuebin Wang, Junhuan Peng, Chunping Qiu, Lei Ding, Xiao Xiang Zhu

IEEE Trans. Geosci. Remote. Sens., 2021

Looking Outside the Window: Wider-Context Transformer for the Semantic Segmentation of High-Resolution Remote Sensing Images.

Lei Ding, Dong Lin, Shaofu Lin, Jing Zhang, Xiaojie Cui, Yuebin Wang, Hao Tang, Lorenzo Bruzzone

CoRR, 2021

Adversarial Shape Learning for Building Extraction in VHR Remote Sensing Images.

Lei Ding, Hao Tang, Yahui Liu, Yilei Shi, Lorenzo Bruzzone

CoRR, 2021

2020

Semantic Segmentation of Large-Size VHR Remote Sensing Images Using a Two-Stage Multiscale Training Architecture.

Lei Ding, Jing Zhang, Lorenzo Bruzzone

IEEE Trans. Geosci. Remote. Sens., 2020

Multi-Scale Context Aggregation for Semantic Segmentation of Remote Sensing Images.

Jing Zhang, Shaofu Lin, Lei Ding, Lorenzo Bruzzone

Remote. Sens., 2020

MP-ResNet: Multi-path Residual Network for the Semantic segmentation of High-Resolution PolSAR Images.

Lei Ding, Kai Zheng, Dong Lin, Yuxing Chen, Bing Liu, Jiansheng Li, Lorenzo Bruzzone

CoRR, 2020

Active Deep Densely Connected Convolutional Network for Hyperspectral Image Classification.

Bing Liu, Anzhu Yu, Pengqiang Zhang, Lei Ding, Wenyue Guo, Kuiliang Gao, Xibing Zuo

CoRR, 2020

2019

Improving Semantic Segmentation of Aerial Images Using Patch-based Attention.

Lei Ding, Hao Tang, Lorenzo Bruzzone

CoRR, 2019

A Deep Architecture Based on a Two-Stage Learning for Semantic Segmentation of Large-Size Remote Sensing Images.

Lei Ding, Lorenzo Bruzzone

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019