📝 Selected Publications

My full paper list can be found at

TGRS 2024
RRSIS-FIANet

Exploring Fine-Grained Image-Text Alignment for Referring Remote Sensing Image Segmentation
IEEE Transactions on Geoscience and Remote Sensing, 2024
Sen Lei, Xinyu Xiao, Tianlin Zhang, Heng-Chao Li, Zhenwei Shi, Qing Zhu
[TGRS][ArXiv][Code]

GRSL 2024
MAD-Net

Memory-Augmented Differential Network for Infrared Small Target Detection
IEEE Geoscience and Remote Sensing Letters, 2024
Yanqiong Liu, Sen Lei, Nanqing Liu, Jie Pan, Heng-Chao Li
[GRSL][Code]

JSTARS 2024
COUD

COUD: Continual Urbanization Detector for Time Series Building Change Detection
Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024
Yitao Zhao, Heng-Chao Li, Sen Lei, Nanqing Liu, Jie Pan, Turgay Celik
[JSTARS][Code]

arXiv 2024
FER-YOLO-Mamba
TGRS 2024
IDA-SiamNet

IDA-SiamNet: Interactive- and Dynamic-Aware Siamese Network for Building Change Detection
IEEE Transactions on Geoscience and Remote Sensing, 2024
Yun-Cheng Li, Sen Lei*, Nanqing Liu, Heng-Chao Li, Qian Du
[TGRS] [Code]

TGRS 2024
HiReNet

HiReNet: Hierarchical-Relation Network for Few-Shot Remote Sensing Image Scene Classification
IEEE Transactions on Geoscience and Remote Sensing, 2024
Feng Tian†, Sen Lei†, Yingbo Zhou, Jialin Cheng, Guohao Liang, Zhengxia Zou, Heng-Chao Li, Zhenwei Shi
[TGRS]

TGRS 2022
TransENet

Transformer-Based Multistage Enhancement for Remote Sensing Image Super-Resolution
IEEE Transactions on Geoscience and Remote Sensing, 2022
Sen Lei, Zhenwei Shi, Wenjing Mo
[TGRS][Code] (105 Citations, ESI Highly Cited Paper(Top-1%))

TGRS 2022
HSENet

Hybrid-Scale Self-Similarity Exploitation for Remote Sensing Image Super-Resolution
IEEE Transactions on Geoscience and Remote Sensing, 2022
Sen Lei, Zhenwei Shi
[TGRS][Code] (101 Citations, ESI Highly Cited Paper(Top-1%))

JSTARS 2021
R2HGAN

Hyperspectral Remote Sensing Imagery Generation From RGB Images Based on Joint Discrimination
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021
Liqin Liu, Sen Lei, Zhenwei Shi, Ning Zhang, Xinzhong Zhu
[JSTARS][Code]

CVPR 2020
DAD

Deep Adversarial Decomposition: A Unified Framework for Separating Superimposed Images
IEEE Conference on Computer Vision and Pattern Recognition, 2020
Zhengxia Zou, Sen Lei, Tianyang Shi, Zhenwei Shi, Jieping Ye
[CVPR][Code]

TGRS 2020
CDGAN

Coupled Adversarial Training for Remote Sensing Image Super-Resolution
IEEE Transactions on Geoscience and Remote Sensing, 2020
Sen Lei, Zhenwei Shi, Zhengxia Zou
[TGRS] (120 Citations)

GRSL 2017
LGCNet

Super-Resolution for Remote Sensing Images via Local–Global Combined Network
IEEE Geoscience and Remote Sensing Letters, 2017
Sen Lei, Zhenwei Shi, Zhengxia Zou
[GRSL] (284 Citations, ESI Highly Cited Paper(Top-1%))