L. Mou

Most-cited papers

Self-Supervised Learning in Remote Sensing: A review
Yi Wang, C. Albrecht, N. Braham, L. Mou +1 more
2022IEEE Geoscience and Remote Sensing Magazine397 citations Open access
Semantic Scholar
HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic Coastline
Konrad Heidler, L. Mou, C. Baumhoer, A. Dietz +1 more
2021IEEE Transactions on Geoscience and Remote Sensing167 citations Open access
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An Unsupervised Remote Sensing Change Detection Method Based on Multiscale Graph Convolutional Network and Metric Learning
Xu Tang, Huayu Zhang, L. Mou, Fang Liu +3 more
2021IEEE Transactions on Geoscience and Remote Sensing137 citations
Semantic Scholar
RRSIS: Referring Remote Sensing Image Segmentation
Zheng-Hang Yuan, L. Mou, Yuansheng Hua, Xiao-Xiang Zhu
2023IEEE Transactions on Geoscience and Remote Sensing125 citations Open access
Semantic Scholar
Semantic Segmentation of Remote Sensing Images With Sparse Annotations
Yuansheng Hua, Diego Marcos, L. Mou, Xiaoxiang Zhu +1 more
2021IEEE Geoscience and Remote Sensing Letters113 citations Open access
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Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification
L. Mou, Sudipan Saha, Yuansheng Hua, F. Bovolo +2 more
2021IEEE Transactions on Geoscience and Remote Sensing111 citations Open access
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From Easy to Hard: Learning Language-Guided Curriculum for Visual Question Answering on Remote Sensing Data
Zheng-Hang Yuan, L. Mou, Qi Wang, Xiao-Xiang Zhu
2022IEEE Transactions on Geoscience and Remote Sensing108 citations Open access
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A Review of Building Extraction From Remote Sensing Imagery: Geometrical Structures and Semantic Attributes
Qing-Yu Li, L. Mou, Yao Sun, Yuansheng Hua +2 more
2024IEEE Transactions on Geoscience and Remote Sensing101 citations Open access
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Large-scale Building Height Retrieval from Single SAR Imagery based on Bounding Box Regression Networks
Yao Sun, L. Mou, Yuanyuan Wang, Sina Montazeri +1 more
2021Isprs Journal of Photogrammetry and Remote Sensing76 citations Open access
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Change Detection Meets Visual Question Answering
Zheng-Hang Yuan, L. Mou, Zhi-Tong Xiong, Xiao-Xia Zhu
2021IEEE Transactions on Geoscience and Remote Sensing76 citations Open access
Semantic Scholar
Real-world remote sensing image super-resolution via a practical degradation model and a kernel-aware network
Run-Min Dong, L. Mou, Lixian Zhang, H. Fu +1 more
2022Isprs Journal of Photogrammetry and Remote Sensing74 citations
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Anomaly Detection in Aerial Videos With Transformers
P. Jin, L. Mou, Gui-Song Xia, Xiao-Xia Zhu
2022IEEE Transactions on Geoscience and Remote Sensing57 citations Open access
Semantic Scholar
Self-supervised Audiovisual Representation Learning for Remote Sensing Data
Konrad Heidler, L. Mou, Di Hu, P. Jin +4 more
2021International Journal of Applied Earth Observation and Geoinformation56 citations Open access
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Deep learning-based framework for city-scale rooftop solar potential estimation by considering roof superstructures
Qing-Yu Li, Sebastian Krapf, L. Mou, Yi-Lei Shi +1 more
2024Applied Energy45 citations Open access
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Unsupervised Single-Scene Semantic Segmentation for Earth Observation
Sudipan Saha, M. Shahzad, L. Mou, Qian Song +1 more
2022IEEE Transactions on Geoscience and Remote Sensing43 citations Open access
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ChatEarthNet: A Global-Scale Image-Text Dataset Empowering Vision-Language Geo-Foundation Models
Zheng-Hang Yuan, Zhi-Tong Xiong, L. Mou, Xiao-Xia Zhu
2024Earth System Science Data42 citations
Semantic Scholar
Building Footprint Generation Through Convolutional Neural Networks With Attraction Field Representation
Qing-Yu Li, L. Mou, Yuansheng Hua, Yi-Lei Shi +1 more
2021IEEE Transactions on Geoscience and Remote Sensing35 citations Open access
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Co-Enhanced Global-Part Integration for Remote-Sensing Scene Classification
Yi-Chen Zhao, Ya-Xiong Chen, Sheng-Wu Xiong, Xiao-Qiang Lu +2 more
2024IEEE Transactions on Geoscience and Remote Sensing33 citations
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3DCentripetalNet: Building height retrieval from monocular remote sensing imagery
Qing-Yu Li, L. Mou, Yuansheng Hua, Yi-Lei Shi +3 more
2023International Journal of Applied Earth Observation and Geoinformation31 citations Open access
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Medical hyperspectral image classification based weakly supervised single-image global learning network
Cheng-Long Zhang, L. Mou, Shihao Shan, Hao Zhang +6 more
2024Engineering applications of artificial intelligence30 citations
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CausalCLIPSeg: Unlocking CLIP's Potential in Referring Medical Image Segmentation with Causal Intervention
Ya-Xiong Chen, Min Wei, Zixuan Zheng, Jingliang Hu +4 more
2025International Conference on Medical Image Computing and Computer-Assisted Intervention29 citations Open access
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Deep Quadruple-Based Hashing for Remote Sensing Image-Sound Retrieval
Ya-Xiong Chen, Sheng-Wu Xiong, L. Mou, Xiao-Xia Zhu
2022IEEE Transactions on Geoscience and Remote Sensing27 citations
Semantic Scholar
Integrating Detailed Features and Global Contexts for Semantic Segmentation in Ultrahigh-Resolution Remote Sensing Images
Ya-Xiong Chen, Yu-Jie Wang, Sheng-Wu Xiong, Xiao-Qiang Lu +2 more
2024IEEE Transactions on Geoscience and Remote Sensing26 citations
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A deep learning fusion network trained with clinical and high-frequency ultrasound images in the multi-classification of skin diseases in comparison with dermatologists: a prospective and multicenter study
An-Qi Zhu, Qiao Wang, Yi-Lei Shi, Wei-Wei Ren +17 more
2024EClinicalMedicine25 citations Open access
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Ultrasound Image-to-Video Synthesis via Latent Dynamic Diffusion Models
Ting-Hsuan Chen, Yilei Shi, Zixuan Zheng, Bing Yan +3 more
2025International Conference on Medical Image Computing and Computer-Assisted Intervention24 citations Open access
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Attention-Aware Pseudo-3-D Convolutional Neural Network for Hyperspectral Image Classification
Jianzhe Lin, L. Mou, Xiaoxiang Zhu, Xiang-Yang Ji +1 more
2021IEEE Transactions on Geoscience and Remote Sensing23 citations
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FuTH-Net: Fusing Temporal Relations and Holistic Features for Aerial Video Classification
P. Jin, L. Mou, Yuansheng Hua, Gui-Song Xia +1 more
2022IEEE Transactions on Geoscience and Remote Sensing22 citations Open access
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NTIRE 2026 The Second Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results
Xin Li, Ye-Ying Jin, Su-Hang Yao, Bei-Bei Lin +94 more
2026arXiv.org21 citations
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Cross-city Landuse classification of remote sensing images via deep transfer learning
Xiangyu Zhao, Jingliang Hu, L. Mou, Zhi-Tong Xiong +1 more
2023International Journal of Applied Earth Observation and Geoinformation21 citations Open access
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MultiScene: A Large-Scale Dataset and Benchmark for Multiscene Recognition in Single Aerial Images
Yuansheng Hua, L. Mou, P. Jin, Xiaoxiang Zhu
2021IEEE Transactions on Geoscience and Remote Sensing21 citations Open access
Semantic Scholar
Aerial scene understanding in the wild: Multi-scene recognition via prototype-based memory networks
Yuansheng Hua, L. Mou, Jianzhe Lin, Konrad Heidler +1 more
2021Isprs Journal of Photogrammetry and Remote Sensing21 citations Open access
Semantic Scholar
CrossGeoNet: A Framework for Building Footprint Generation of Label-Scarce Geographical Regions
Qing-Yu Li, L. Mou, Yuansheng Hua, Yi-Lei Shi +1 more
2022International Journal of Applied Earth Observation and Geoinformation20 citations Open access
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Deep Saliency Smoothing Hashing for Drone Image Retrieval
Ya-Xiong Chen, Jinghao Huang, L. Mou, P. Jin +2 more
2023IEEE Transactions on Geoscience and Remote Sensing19 citations
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A high-resolution calving front data product for marine-terminating glaciers in Svalbard
Tian Li, Konrad Heidler, L. Mou, Ádám Ignéczi +2 more
2024Earth System Science Data18 citations Open access
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Enhancing Contrastive Learning With Positive Pair Mining for Few-Shot Hyperspectral Image Classification
N. Braham, J. Mairal, Jocelyn Chanussot, L. Mou +1 more
2024IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing18 citations Open access
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Unsupervised band selection of medical hyperspectral images guided by data gravitation and weak correlation
Chenglong Zhang, Zhimin Zhang, De-Xin Yu, Qiyuan Cheng +5 more
2023Comput. Methods Programs Biomed.18 citations
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Large-Scale Land Cover Mapping with Fine-Grained Classes via Class-Aware Semi-Supervised Semantic Segmentation
Run-Min Dong, L. Mou, Meng-Xuan Chen, Wei-Jia Li +6 more
2023IEEE International Conference on Computer Vision18 citations
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A Deep Learning Model Based on High‐Frequency Ultrasound Images for Classification of Different Stages of Liver Fibrosis
Linlin Zhang, Zheng-Bo Tan, Chun-Lei Li, L. Mou +3 more
2025Liver international (Print)16 citations
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An adaptive image fusion method for Sentinel-2 images and high-resolution images with long-time intervals
Run-Min Dong, Lixian Zhang, Wei-Jia Li, Shuai Yuan +5 more
2023International Journal of Applied Earth Observation and Geoinformation16 citations Open access
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Multilingual Augmentation for Robust Visual Question Answering in Remote Sensing Images
Zheng-Hang Yuan, L. Mou, Xiao-Xia Zhu
2023Joint Urban Remote Sensing Event16 citations Open access
Semantic Scholar
Mask-Height R-CNN: An End-to-End Network for 3D Building Reconstruction from Monocular Remote Sensing Imagery
Si-Ning Chen, L. Mou, Qing-Yu Li, Yao Sun +1 more
20212021 IEEE International Geoscience and Remote Sensing Symposium IGARSS16 citations
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Self Supervised Learning for Few Shot Hyperspectral Image Classification
N. Braham, L. Mou, J. Chanussot, Julien Mairal +1 more
2022IEEE International Geoscience and Remote Sensing Symposium15 citations Open access
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A Deep Active Contour Model for Delineating Glacier Calving Fronts
Konrad Heidler, L. Mou, Erik Loebel, M. Scheinert +2 more
2023IEEE Transactions on Geoscience and Remote Sensing14 citations Open access
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GAMUS: A Geometry-aware Multi-modal Semantic Segmentation Benchmark for Remote Sensing Data
Zhi-Tong Xiong, Si-Ning Chen, Yi Wang, L. Mou +1 more
2023arXiv.org13 citations Open access
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Self-Paced Curriculum Learning for Visual Question Answering on Remote Sensing Data
Zheng-Hang Yuan, L. Mou, Xiao-Xia Zhu
20212021 IEEE International Geoscience and Remote Sensing Symposium IGARSS12 citations
Semantic Scholar
A Real-Time Unsupervised Hyperspectral Band Selection via Spatial-Spectral Information Fusion-Based Downscaled Region
Cheng-Long Zhang, L. Mou, Xiao-Li Yang, Xiangrong Zheng +2 more
2024IEEE Transactions on Geoscience and Remote Sensing11 citations
Semantic Scholar
Unifying Top–Down Views by Task-Specific Domain Adaptation
Jianzhe Lin, Tianze Yu, L. Mou, Xiao-Xia Zhu +2 more
2021IEEE Transactions on Geoscience and Remote Sensing11 citations
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Scale-Aware Contrastive Reverse Distillation for Unsupervised Medical Anomaly Detection
Chun-Lei Li, Yi-Lei Shi, Jingliang Hu, Xiao-Xia Zhu +1 more
2025International Conference on Learning Representations10 citations
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Striving for Simplicity: Simple Yet Effective Prior-Aware Pseudo-labeling for Semi-supervised Ultrasound Image Segmentation
Ya-Xiong Chen, Yu-Jie Wang, Zixuan Zheng, Jingliang Hu +4 more
2025International Conference on Medical Image Computing and Computer-Assisted Intervention9 citations
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Deep Relearning in the Geospatial Domain for Semantic Remote Sensing Image Segmentation
C. Geiß, Yue Zhu, C. Qiu, L. Mou +2 more
2022IEEE Geoscience and Remote Sensing Letters9 citations Open access
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