Lichao Mou - RankMe

181 papers A* 6C 35Journal 121Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Dual Distillation for Few-Shot Anomaly Detection. CoRR Le Dong, Qinzhong Tan, Chunlei Li, Jingliang Hu, Yilei Shi, Weisheng Dong, Xiao Xiang Zhu, Lichao Mou
2026	J	`jnl`	Learning Domain-Aware Task Prompt Representations for Multi-Domain All-in-One Image Restoration. CoRR Guanglu Dong, Chunlei Li, Chao Ren, Jingliang Hu, Yilei Shi, Xiao Xiang Zhu, Lichao Mou
2026	A*	`conf`	ProPL: Universal Semi-Supervised Ultrasound Image Segmentation via Prompt-Guided Pseudo-Labeling. AAAI Yaxiong Chen, Qicong Wang, Chunlei Li, Jingliang Hu, Yilei Shi, Shengwu Xiong, Xiao Xiang Zhu, Lichao Mou
2025	J	`jnl`	BANet: A bilateral attention network for extracting changed buildings between remote sensing imagery and cadastral maps. Int. J. Appl. Earth Obs. Geoinformation Qingyu Li, Lichao Mou, Yilei Shi, Xiao Xiang Zhu
2025	J	`jnl`	CausalCLIPSeg: Unlocking CLIP's Potential in Referring Medical Image Segmentation with Causal Intervention. CoRR Yaxiong Chen, Minghong Wei, Zixuan Zheng, Jingliang Hu, Yilei Shi, Shengwu Xiong, Xiao Xiang Zhu, Lichao Mou
2025	J	`jnl`	Deep Learning-Based GNSS-R Global Vegetation Water Content: Dataset, Estimation, and Uncertainty. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Daixin Zhao, Milad Asgarimehr, Konrad Heidler, Jens Wickert, Xiao Xiang Zhu, Lichao Mou
2025	—	`conf`	High-Order Progressive Trajectory Matching for Medical Image Dataset Distillation. MICCAI (14) Le Dong, Jinghao Bian, Jingyang Hou, Jingliang Hu, Yilei Shi, Weisheng Dong, Xiaoxiang Zhu, Lichao Mou
2025	J	`jnl`	High-Order Progressive Trajectory Matching for Medical Image Dataset Distillation. CoRR Le Dong, Jinghao Bian, Jingyang Hou, Jingliang Hu, Yilei Shi, Weisheng Dong, Xiao Xiang Zhu, Lichao Mou
2025	J	`jnl`	Multimodal GNSS-R self-supervised learning as a generalist Earth surface monitor. Int. J. Appl. Earth Obs. Geoinformation Daixin Zhao, Konrad Heidler, Milad Asgarimehr, Conrad M. Albrecht, Jens Wickert, Xiao Xiang Zhu, Lichao Mou
2025	J	`jnl`	Multimodal Large Language Models for Medical Report Generation via Customized Prompt Tuning. CoRR Chunlei Li, Jingyang Hou, Yilei Shi, Jingliang Hu, Xiao Xiang Zhu, Lichao Mou
2025	J	`jnl`	One-Shot Medical Video Object Segmentation via Temporal Contrastive Memory Networks. CoRR Yaxiong Chen, Junjian Hu, Chunlei Li, Zixuan Zheng, Jingliang Hu, Yilei Shi, Shengwu Xiong, Xiao Xiang Zhu, Lichao Mou
2025	J	`jnl`	ProPL: Universal Semi-Supervised Ultrasound Image Segmentation via Prompt-Guided Pseudo-Labeling. CoRR Yaxiong Chen, Qicong Wang, Chunlei Li, Jingliang Hu, Yilei Shi, Shengwu Xiong, Xiao Xiang Zhu, Lichao Mou
2025	A*	`conf`	Q-PART: Quasi-Periodic Adaptive Regression with Test-time Training for Pediatric Left Ventricular Ejection Fraction Regression. CVPR Jie Liu, Tiexin Qin, Hui Liu, Yilei Shi, Lichao Mou, Xiao Xiang Zhu, Shiqi Wang, Haoliang Li
2025	J	`jnl`	Q-PART: Quasi-Periodic Adaptive Regression with Test-time Training for Pediatric Left Ventricular Ejection Fraction Regression. CoRR Jie Liu, Tiexin Qin, Hui Liu, Yilei Shi, Lichao Mou, Xiao Xiang Zhu, Shiqi Wang, Haoliang Li
2025	J	`jnl`	Reducing Annotation Burden: Exploiting Image Knowledge for Few-Shot Medical Video Object Segmentation via Spatiotemporal Consistency Relearning. CoRR Zixuan Zheng, Yilei Shi, Chunlei Li, Jingliang Hu, Xiao Xiang Zhu, Lichao Mou
2025	J	`jnl`	Rethinking Cell Counting Methods: Decoupling Counting and Localization. CoRR Zixuan Zheng, Yilei Shi, Chunlei Li, Jingliang Hu, Xiao Xiang Zhu, Lichao Mou
2025	J	`jnl`	SAM 3D for 3D Object Reconstruction from Remote Sensing Images. CoRR Junsheng Yao, Lichao Mou, Qingyu Li
2025	A*	`conf`	Scale-Aware Contrastive Reverse Distillation for Unsupervised Medical Anomaly Detection. ICLR Chunlei Li, Yilei Shi, Jingliang Hu, Xiao Xiang Zhu, Lichao Mou
2025	J	`jnl`	Scale-Aware Contrastive Reverse Distillation for Unsupervised Medical Anomaly Detection. CoRR Chunlei Li, Yilei Shi, Jingliang Hu, Xiao Xiang Zhu, Lichao Mou
2025	J	`jnl`	Striving for Simplicity: Simple Yet Effective Prior-Aware Pseudo-Labeling for Semi-Supervised Ultrasound Image Segmentation. CoRR Yaxiong Chen, Yujie Wang, Zixuan Zheng, Jingliang Hu, Yilei Shi, Shengwu Xiong, Xiao Xiang Zhu, Lichao Mou
2025	—	`conf`	Taming Stable Diffusion for Computed Tomography Blind Super-Resolution. MedAGI Chunlei Li, Yilei Shi, Haoxi Hu, Jingliang Hu, Xiao Xiang Zhu, Lichao Mou
2025	J	`jnl`	Taming Stable Diffusion for Computed Tomography Blind Super-Resolution. CoRR Chunlei Li, Yilei Shi, Haoxi Hu, Jingliang Hu, Xiao Xiang Zhu, Lichao Mou
2025	J	`jnl`	Ultrasound Image-to-Video Synthesis via Latent Dynamic Diffusion Models. CoRR Tingxiu Chen, Yilei Shi, Zixuan Zheng, Bingcong Yan, Jingliang Hu, Xiao Xiang Zhu, Lichao Mou
2025	J	`jnl`	UniCrossAdapter: Multimodal Adaptation of CLIP for Radiology Report Generation. CoRR Yaxiong Chen, Chuang Du, Chunlei Li, Jingliang Hu, Yilei Shi, Shengwu Xiong, Xiao Xiang Zhu, Lichao Mou
2024	J	`jnl`	A Real-Time Unsupervised Hyperspectral Band Selection via Spatial-Spectral Information Fusion-Based Downscaled Region. IEEE Trans. Geosci. Remote. Sens. Chenglong Zhang, Lichao Mou, Xiaoli Yang, Xiangrong Zheng, Xiao Xiang Zhu, Xiaopeng Ma
2024	J	`jnl`	A Review of Building Extraction From Remote Sensing Imagery: Geometrical Structures and Semantic Attributes. IEEE Trans. Geosci. Remote. Sens. Qingyu Li, Lichao Mou, Yao Sun, Yuansheng Hua, Yilei Shi, Xiao Xiang Zhu
2024	—	`conf`	CausalCLIPSeg: Unlocking CLIP's Potential in Referring Medical Image Segmentation with Causal Intervention. MICCAI (3) Yaxiong Chen, Minghong Wei, Zixuan Zheng, Jingliang Hu, Yilei Shi, Shengwu Xiong, Xiao Xiang Zhu, Lichao Mou
2024	J	`jnl`	ChatEarthNet: A Global-Scale Image-Text Dataset Empowering Vision-Language Geo-Foundation Models. CoRR Zhenghang Yuan, Zhitong Xiong, Lichao Mou, Xiao Xiang Zhu
2024	J	`jnl`	Co-Enhanced Global-Part Integration for Remote-Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. Yichen Zhao, Yaxiong Chen, Shengwu Xiong, Xiaoqiang Lu, Xiao Xiang Zhu, Lichao Mou
2024	J	`jnl`	Deep Learning in Spaceborne GNSS Reflectometry: Correcting Precipitation Effects on Wind Speed Products. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Tianqi Xiao, Caroline Arnold, Daixin Zhao, Lichao Mou, Jens Wickert, Milad Asgarimehr
2024	J	`jnl`	Enhancing Contrastive Learning With Positive Pair Mining for Few-Shot Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Nassim Ait Ali Braham, Julien Mairal, Jocelyn Chanussot, Lichao Mou, Xiao Xiang Zhu
2024	C	`conf`	Evaluating Feature Impact on Ocean Wind Speed Predictions: An Application of Explainable AI to GNSS Reflectometry Data. IGARSS Tianqi Xiao, Milad Asgarimehr, Jens Wickert, Daixin Zhao, Lichao Mou, Caroline Arnold
2024	J	`jnl`	Integrating Detailed Features and Global Contexts for Semantic Segmentation in Ultrahigh-Resolution Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. Yaxiong Chen, Yujie Wang, Shengwu Xiong, Xiaoqiang Lu, Xiao Xiang Zhu, Lichao Mou
2024	J	`jnl`	Medical hyperspectral image classification based weakly supervised single-image global learning network. Eng. Appl. Artif. Intell. Chenglong Zhang, Lichao Mou, Shihao Shan, Hao Zhang, Yafei Qi, Dexin Yu, Xiao Xiang Zhu, Nianzheng Sun, Xiangrong Zheng, Xiaopeng Ma
2024	—	`conf`	One-Shot Medical Video Object Segmentation via Temporal Contrastive Memory Networks. AMAI@MICCAI Yaxiong Chen, Junjian Hu, Chunlei Li, Zixuan Zheng, Jingliang Hu, Yilei Shi, Shengwu Xiong, Xiao Xiang Zhu, Lichao Mou
2024	J	`jnl`	RRSIS: Referring Remote Sensing Image Segmentation. IEEE Trans. Geosci. Remote. Sens. Zhenghang Yuan, Lichao Mou, Yuansheng Hua, Xiao Xiang Zhu
2024	—	`conf`	Reducing Annotation Burden: Exploiting Image Knowledge for Few-Shot Medical Video Object Segmentation via Spatiotemporal Consistency Relearning. MICCAI (12) Zixuan Zheng, Yilei Shi, Chunlei Li, Jingliang Hu, Xiao Xiang Zhu, Lichao Mou
2024	C	`conf`	Referring Image Segmentation for Remote Sensing Data. IGARSS Zhenghang Yuan, Lichao Mou, Yuansheng Hua, Xiao Xiang Zhu
2024	—	`conf`	Rethinking Cell Counting Methods: Decoupling Counting and Localization. MICCAI (4) Zixuan Zheng, Yilei Shi, Chunlei Li, Jingliang Hu, Xiao Xiang Zhu, Lichao Mou
2024	—	`conf`	Striving for Simplicity: Simple Yet Effective Prior-Aware Pseudo-labeling for Semi-supervised Ultrasound Image Segmentation. MICCAI (9) Yaxiong Chen, Yujie Wang, Zixuan Zheng, Jingliang Hu, Yilei Shi, Shengwu Xiong, Xiao Xiang Zhu, Lichao Mou
2024	—	`conf`	Ultrasound Image-to-Video Synthesis via Latent Dynamic Diffusion Models. MICCAI (4) Tingxiu Chen, Yilei Shi, Zixuan Zheng, Bingcong Yan, Jingliang Hu, Xiao Xiang Zhu, Lichao Mou
2024	—	`conf`	UniCrossAdapter: Multimodal Adaptation of CLIP for Radiology Report Generation. MedAGI@MICCAI Yaxiong Chen, Chuang Du, Chunlei Li, Jingliang Hu, Yilei Shi, Shengwu Xiong, Xiao Xiang Zhu, Lichao Mou
2023	J	`jnl`	3DCentripetalNet: Building height retrieval from monocular remote sensing imagery. Int. J. Appl. Earth Obs. Geoinformation Qingyu Li, Lichao Mou, Yuansheng Hua, Yilei Shi, Sining Chen, Yao Sun, Xiao Xiang Zhu
2023	C	`conf`	A Data-Centric Approach for Rapid Dataset Generation Using Iterative Learning and Sparse Annotations. IGARSS Osmar Luiz Ferreira de Carvalho, Anesmar Olino de Albuquerque, Argélica Saiaka Luiz, Pedro Henrique Guimarães Ferreira, Lichao Mou, Daniel Guerreiro e Silva, Osmar Abílio de Carvalho Júnior
2023	J	`jnl`	A Deep Active Contour Model for Delineating Glacier Calving Fronts. CoRR Konrad Heidler, Lichao Mou, Erik Loebel, Mirko Scheinert, Sébastien Lefèvre, Xiao Xiang Zhu
2023	J	`jnl`	A Deep Active Contour Model for Delineating Glacier Calving Fronts. IEEE Trans. Geosci. Remote. Sens. Konrad Heidler, Lichao Mou, Erik Loebel, Mirko Scheinert, Sébastien Lefèvre, Xiao Xiang Zhu
2023	C	`conf`	Amodal Segmentation Considering Visible and Non-Visible Elements of Urban Surfaces. IGARSS Osmar Luiz Ferreira de Carvalho, Anesmar Olino de Albuquerque, Osmar Abílio de Carvalho Júnior, Lichao Mou, Daniel Guerreiro E. Silva
2023	J	`jnl`	An adaptive image fusion method for Sentinel-2 images and high-resolution images with long-time intervals. Int. J. Appl. Earth Obs. Geoinformation Runmin Dong, Lixian Zhang, Weijia Li, Shuai Yuan, Lin Gan, Juepeng Zheng, Haohuan Fu, Lichao Mou, Xiao Xiang Zhu
2023	J	`jnl`	Can we use deep learning models to identify the functionality of plastics from space? Int. J. Appl. Earth Obs. Geoinformation Shanyu Zhou, Lichao Mou, Yuansheng Hua, Lixian Zhang, Hermann Kaufmann, Xiao Xiang Zhu
2023	J	`jnl`	Cross-city Landuse classification of remote sensing images via deep transfer learning. Int. J. Appl. Earth Obs. Geoinformation Xiangyu Zhao, Jingliang Hu, Lichao Mou, Zhitong Xiong, Xiao Xiang Zhu
2023	C	`conf`	DDM-Former: Global Ocean Wind Speed Retrieval with Transformer Networks. IGARSS Daixin Zhao, Konrad Heidler, Milad Asgarimehr, Caroline Arnold, Tianqi Xiao, Jens Wickert, Xiao Xiang Zhu, Lichao Mou
2023	J	`jnl`	Deep Saliency Smoothing Hashing for Drone Image Retrieval. IEEE Trans. Geosci. Remote. Sens. Yaxiong Chen, Jinghao Huang, Lichao Mou, Pu Jin, Shengwu Xiong, Xiao Xiang Zhu
2023	C	`conf`	Function Assignment of Plastics based on Hyperspectral Satellite Images and High-Resolution Data Using Deep Learning Algorithms. IGARSS Shanyu Zhou, Lichao Mou, Lixian Zhang, Yuansheng Hua, Hermann Kaufmann, Xiaoxiang Zhu
2023	J	`jnl`	GAMUS: A Geometry-aware Multi-modal Semantic Segmentation Benchmark for Remote Sensing Data. CoRR Zhitong Xiong, Sining Chen, Yi Wang, Lichao Mou, Xiao Xiang Zhu
2023	A*	`conf`	Large-Scale Land Cover Mapping with Fine-Grained Classes via Class-Aware Semi-Supervised Semantic Segmentation. ICCV Runmin Dong, Lichao Mou, Mengxuan Chen, Weijia Li, Xin-Yi Tong, Shuai Yuan, Lixian Zhang, Juepeng Zheng, Xiao Xiang Zhu, Haohuan Fu
2023	—	`conf`	Multilingual Augmentation for Robust Visual Question Answering in Remote Sensing Images. JURSE Zhenghang Yuan, Lichao Mou, Xiao Xiang Zhu
2023	J	`jnl`	Multilingual Augmentation for Robust Visual Question Answering in Remote Sensing Images. CoRR Zhenghang Yuan, Lichao Mou, Xiao Xiang Zhu
2023	C	`conf`	Overcoming Language Bias in Remote Sensing Visual Question Answering Via Adversarial Training. IGARSS Zhenghang Yuan, Lichao Mou, Xiao Xiang Zhu
2023	J	`jnl`	Overcoming Language Bias in Remote Sensing Visual Question Answering via Adversarial Training. CoRR Zhenghang Yuan, Lichao Mou, Xiao Xiang Zhu
2023	J	`jnl`	RRSIS: Referring Remote Sensing Image Segmentation. CoRR Zhenghang Yuan, Lichao Mou, Yuansheng Hua, Xiao Xiang Zhu
2023	C	`conf`	Roof Superstructure Detection from Aerial Imagery. IGARSS Qingyu Li, Sebastian Krapf, Lichao Mou, Yilei Shi, Xiao Xiang Zhu
2023	J	`jnl`	Self-supervised audiovisual representation learning for remote sensing data. Int. J. Appl. Earth Obs. Geoinformation Konrad Heidler, Lichao Mou, Di Hu, Pu Jin, Guangyao Li, Chuang Gan, Ji-Rong Wen, Xiao Xiang Zhu
2023	—	`conf`	Semi-supervised segmentation of individual buildings from SAR imagery. JURSE Qingyu Li, Yao Sun, Lichao Mou, Yilei Shi, Xiao Xiang Zhu
2023	J	`jnl`	Unsupervised band selection of medical hyperspectral images guided by data gravitation and weak correlation. Comput. Methods Programs Biomed. Chenglong Zhang, Zhimin Zhang, Dexin Yu, Qiyuan Cheng, Shihao Shan, Mengjiao Li, Lichao Mou, Xiaoli Yang, Xiaopeng Ma
2022	J	`jnl`	A Lightweight Deep Learning-Based Cloud Detection Method for Sentinel-2A Imagery Fusing Multiscale Spectral and Spatial Features. IEEE Trans. Geosci. Remote. Sens. Jun Li, Zhaocong Wu, Zhongwen Hu, Canliang Jian, Shaojie Luo, Lichao Mou, Xiao Xiang Zhu, Matthieu Molinier
2022	J	`jnl`	An Unsupervised Remote Sensing Change Detection Method Based on Multiscale Graph Convolutional Network and Metric Learning. IEEE Trans. Geosci. Remote. Sens. Xu Tang, Huayu Zhang, Lichao Mou, Fang Liu, Xiangrong Zhang, Xiao Xiang Zhu, Licheng Jiao
2022	J	`jnl`	Anomaly Detection in Aerial Videos With Transformers. IEEE Trans. Geosci. Remote. Sens. Pu Jin, Lichao Mou, Gui-Song Xia, Xiao Xiang Zhu
2022	J	`jnl`	Anomaly Detection in Aerial Videos with Transformers. CoRR Pu Jin, Lichao Mou, Gui-Song Xia, Xiao Xiang Zhu
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	C	`conf`	Bounding Box Regression Network for Building Height Retrieval Using a Single SAR Image. IGARSS Yao Sun, Lichao Mou, Yuanyuan Wang, Xiao Xiang Zhu
2022	J	`jnl`	Building Footprint Generation Through Convolutional Neural Networks With Attraction Field Representation. IEEE Trans. Geosci. Remote. Sens. Qingyu Li, Lichao Mou, Yuansheng Hua, Yilei Shi, Xiao Xiang Zhu
2022	J	`jnl`	CG-Net: Conditional GIS-Aware Network for Individual Building Segmentation in VHR SAR Images. IEEE Trans. Geosci. Remote. Sens. Yao Sun, Yuansheng Hua, Lichao Mou, Xiao Xiang Zhu
2022	J	`jnl`	Change Detection Meets Visual Question Answering. IEEE Trans. Geosci. Remote. Sens. Zhenghang Yuan, Lichao Mou, Zhitong Xiong, Xiao Xiang Zhu
2022	C	`conf`	Change-Aware Visual Question Answering. IGARSS Zhenghang Yuan, Lichao Mou, Xiao Xiang Zhu
2022	J	`jnl`	CrossGeoNet: A Framework for Building Footprint Generation of Label-Scarce Geographical Regions. Int. J. Appl. Earth Obs. Geoinformation Qingyu Li, Lichao Mou, Yuansheng Hua, Yilei Shi, Xiao Xiang Zhu
2022	C	`conf`	Deep Active Contour Models for Delineating Glacier Calving Fronts. IGARSS Konrad Heidler, Lichao Mou, Erik Loebel, Mirko Scheinert, Sébastien Lefèvre, Xiao Xiang Zhu
2022	J	`jnl`	Deep Quadruple-Based Hashing for Remote Sensing Image-Sound Retrieval. IEEE Trans. Geosci. Remote. Sens. Yaxiong Chen, Shengwu Xiong, Lichao Mou, Xiao Xiang Zhu
2022	J	`jnl`	Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Lichao Mou, Sudipan Saha, Yuansheng Hua, Francesca Bovolo, Lorenzo Bruzzone, Xiao Xiang Zhu
2022	J	`jnl`	Deep Relearning in the Geospatial Domain for Semantic Remote Sensing Image Segmentation. IEEE Geosci. Remote. Sens. Lett. Christian Geiß, Yue Zhu, Chunping Qiu, Lichao Mou, Xiao Xiang Zhu, Hannes Taubenböck
2022	J	`jnl`	Detecting Changes by Learning No Changes: Data-Enclosing-Ball Minimizing Autoencoders for One-Class Change Detection in Multispectral Imagery. IEEE Trans. Geosci. Remote. Sens. Lichao Mou, Yuansheng Hua, Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone, Xiao Xiang Zhu
2022	J	`jnl`	From Easy to Hard: Learning Language-Guided Curriculum for Visual Question Answering on Remote Sensing Data. IEEE Trans. Geosci. Remote. Sens. Zhenghang Yuan, Lichao Mou, Qi Wang, Xiao Xiang Zhu
2022	J	`jnl`	From Easy to Hard: Learning Language-guided Curriculum for Visual Question Answering on Remote Sensing Data. CoRR Zhenghang Yuan, Lichao Mou, Qi Wang, Xiao Xiang Zhu
2022	J	`jnl`	FuTH-Net: Fusing Temporal Relations and Holistic Features for Aerial Video Classification. CoRR Pu Jin, Lichao Mou, Yuansheng Hua, Gui-Song Xia, Xiao Xiang Zhu
2022	J	`jnl`	FuTH-Net: Fusing Temporal Relations and Holistic Features for Aerial Video Classification. IEEE Trans. Geosci. Remote. Sens. Pu Jin, Lichao Mou, Yuansheng Hua, Gui-Song Xia, Xiao Xiang Zhu
2022	J	`jnl`	HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic Coastline. IEEE Trans. Geosci. Remote. Sens. Konrad Heidler, Lichao Mou, Celia A. Baumhoer, Andreas J. Dietz, Xiao Xiang Zhu
2022	J	`jnl`	MultiScene: A Large-Scale Dataset and Benchmark for Multiscene Recognition in Single Aerial Images. IEEE Trans. Geosci. Remote. Sens. Yuansheng Hua, Lichao Mou, Pu Jin, Xiao Xiang Zhu
2022	J	`jnl`	SCIDA: Self-Correction Integrated Domain Adaptation From Single- to Multi-Label Aerial Images. IEEE Trans. Geosci. Remote. Sens. Tianze Yu, Jianzhe Lin, Lichao Mou, Yuansheng Hua, Xiaoxiang Zhu, Z. Jane Wang
2022	C	`conf`	Self Supervised Learning for Few Shot Hyperspectral Image Classification. IGARSS Nassim Ait Ali Braham, Lichao Mou, Jocelyn Chanussot, Julien Mairal, Xiao Xiang Zhu
2022	J	`jnl`	Self Supervised Learning for Few Shot Hyperspectral Image Classification. CoRR Nassim Ait Ali Braham, Lichao Mou, Jocelyn Chanussot, Julien Mairal, Xiao Xiang Zhu
2022	J	`jnl`	Self-supervised Learning in Remote Sensing: A Review. CoRR Yi Wang, Conrad M. Albrecht, Nassim Ait Ali Braham, Lichao Mou, Xiao Xiang Zhu
2022	J	`jnl`	Semantic Segmentation of Remote Sensing Images With Sparse Annotations. IEEE Geosci. Remote. Sens. Lett. Yuansheng Hua, Diego Marcos, Lichao Mou, Xiao Xiang Zhu, Devis Tuia
2022	J	`jnl`	Unsupervised Single-Scene Semantic Segmentation for Earth Observation. IEEE Trans. Geosci. Remote. Sens. Sudipan Saha, Muhammad Shahzad, Lichao Mou, Qian Song, Xiao Xiang Zhu
2021	J	`jnl`	A lightweight deep learning based cloud detection method for Sentinel-2A imagery fusing multi-scale spectral and spatial features. CoRR Jun Li, Zhaocong Wu, Zhongwen Hu, Canliang Jian, Shaojie Luo, Lichao Mou, Xiao Xiang Zhu, Matthieu Molinier
2021	J	`jnl`	Aerial Scene Understanding in The Wild: Multi-Scene Recognition via Prototype-based Memory Networks. CoRR Yuansheng Hua, Lichao Mou, Jianzhe Lin, Konrad Heidler, Xiao Xiang Zhu
2021	C	`conf`	Anomaly Detection in Aerial Videos Via Future Frame Prediction Networks. IGARSS Pu Jin, Lichao Mou, Gui-Song Xia, Xiao Xiang Zhu
2021	J	`jnl`	Attention-Aware Pseudo-3-D Convolutional Neural Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Jianzhe Lin, Lichao Mou, Xiao Xiang Zhu, Xiangyang Ji, Z. Jane Wang
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`	Change Detection Meets Visual Question Answering. CoRR Zhenghang Yuan, Lichao Mou, Zhitong Xiong, Xiaoxiang Zhu
2021	C	`conf`	Conditional GIS-Aware Network for Individual Building Segmentation in a VHR SAR Image. IGARSS Yao Sun, Yuansheng Hua, Lichao Mou, Xiao Xiang Zhu
2021	J	`jnl`	Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification. CoRR Lichao Mou, Sudipan Saha, Yuansheng Hua, Francesca Bovolo, Lorenzo Bruzzone, Xiao Xiang Zhu
2021	J	`jnl`	HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic Coastline. CoRR Konrad Heidler, Lichao Mou, Celia A. Baumhoer, Andreas J. Dietz, Xiao Xiang Zhu
2021	C	`conf`	Hed-Unet: A Multi-Scale Framework for Simultaneous Segmentation and Edge Detection. IGARSS Konrad Heidler, Lichao Mou, Celia A. Baumhoer, Andreas J. Dietz, Xiao Xiang Zhu
2021	C	`conf`	Improving Land Cover Classification with a Shift-Invariant Center-Focusing Convolutional Neural Network. IGARSS Cong Luo, Yuansheng Hua, Lichao Mou, Xiao Xiang Zhu
2021	J	`jnl`	Large-scale Building Height Retrieval from Single SAR Imagery based on Bounding Box Regression Networks. CoRR Yao Sun, Lichao Mou, Yuanyuan Wang, Sina Montazeri, Xiao Xiang Zhu
2021	C	`conf`	Mask-Height R-CNN: An End-to-End Network for 3D Building Reconstruction from Monocular Remote Sensing Imagery. IGARSS Sining Chen, Lichao Mou, Qingyu Li, Yao Sun, Xiao Xiang Zhu
2021	J	`jnl`	MultiScene: A Large-scale Dataset and Benchmark for Multi-scene Recognition in Single Aerial Images. CoRR Yuansheng Hua, Lichao Mou, Pu Jin, Xiao Xiang Zhu
2021	J	`jnl`	SCIDA: Self-Correction Integrated Domain Adaptation from Single- to Multi-label Aerial Images. CoRR Tianze Yu, Jianzhe Lin, Lichao Mou, Yuansheng Hua, Xiaoxiang Zhu, Z. Jane Wang
2021	C	`conf`	Seeing the Bigger Picture: Enabling Large Context Windows in Neural Networks by Combining Multiple Zoom Levels. IGARSS Konrad Heidler, Lichao Mou, Xiao Xiang Zhu
2021	—	`conf`	Segmentation of VHR EO Images using Unsupervised Learning. MACLEAN@PKDD/ECML Sudipan Saha, Lichao Mou, Muhammad Shahzad, Xiao Xiang Zhu
2021	J	`jnl`	Segmentation of VHR EO Images using Unsupervised Learning. CoRR Sudipan Saha, Lichao Mou, Muhammad Shahzad, Xiao Xiang Zhu
2021	C	`conf`	Self-Paced Curriculum Learning for Visual Question Answering on Remote Sensing Data. IGARSS Zhenghang Yuan, Lichao Mou, Xiao Xiang Zhu
2021	J	`jnl`	Self-supervised Audiovisual Representation Learning for Remote Sensing Data. CoRR Konrad Heidler, Lichao Mou, Di Hu, Pu Jin, Guangyao Li, Chuang Gan, Ji-Rong Wen, Xiao Xiang Zhu
2021	J	`jnl`	Semantic Segmentation of Remote Sensing Images with Sparse Annotations. CoRR Yuansheng Hua, Diego Marcos, Lichao Mou, Xiao Xiang Zhu, Devis Tuia
2021	J	`jnl`	Semisupervised Change Detection Using Graph Convolutional Network. IEEE Geosci. Remote. Sens. Lett. Sudipan Saha, Lichao Mou, Xiao Xiang Zhu, Francesca Bovolo, Lorenzo Bruzzone
2021	C	`conf`	Temporal Relations Matter: A Two-Pathway Network for Aerial Video Recognition. IGARSS Pu Jin, Lichao Mou, Yuansheng Hua, Gui-Song Xia, Xiao Xiang Zhu
2021	C	`conf`	Unconstrained Aerial Scene Recognition with Deep Neural Networks and a New Dataset. IGARSS Yuansheng Hua, Lichao Mou, Pu Jin, Xiao Xiang Zhu
2021	J	`jnl`	Unifying Top-Down Views by Task-Specific Domain Adaptation. IEEE Trans. Geosci. Remote. Sens. Jianzhe Lin, Tianze Yu, Lichao Mou, Xiaoxiang Zhu, Rabab Kreidieh Ward, Z. Jane Wang
2020	C	`conf`	A Novel Approach to Unsupervised Segmentation of Multitemporal VHR Images based on Deep Learning. IGARSS Sudipan Saha, Lichao Mou, Chunping Qiu, Xiao Xiang Zhu, Francesca Bovolo, Lorenzo Bruzzone
2020	J	`jnl`	Ambient Sound Helps: Audiovisual Crowd Counting in Extreme Conditions. CoRR Di Hu, Lichao Mou, Qingzhong Wang, Junyu Gao, Yuansheng Hua, Dejing Dou, Xiao Xiang Zhu
2020	J	`jnl`	Automatic skin lesion classification based on mid-level feature learning. Comput. Medical Imaging Graph. Lina Liu, Lichao Mou, Xiao Xiang Zhu, Mrinal Mandal
2020	J	`jnl`	CG-Net: Conditional GIS-aware Network for Individual Building Segmentation in VHR SAR Images. CoRR Yao Sun, Yuansheng Hua, Lichao Mou, Xiao Xiang Zhu
2020	—	`conf`	Cross-Task Transfer for Geotagged Audiovisual Aerial Scene Recognition. ECCV (24) Di Hu, Xuhong Li, Lichao Mou, Pu Jin, Dong Chen, Liping Jing, Xiaoxiang Zhu, Dejing Dou
2020	J	`jnl`	Cross-Task Transfer for Multimodal Aerial Scene Recognition. CoRR Di Hu, Xuhong Li, Lichao Mou, Pu Jin, Dong Chen, Liping Jing, Xiaoxiang Zhu, Dejing Dou
2020	J	`jnl`	Deep Learning Meets SAR. CoRR Xiao Xiang Zhu, Sina Montazeri, Mohsin Ali, Yuansheng Hua, Yuanyuan Wang, Lichao Mou, Yilei Shi, Feng Xu, Richard Bamler
2020	A*	`conf`	Dual Adversarial Network for Unsupervised Ground/Satellite-to-Aerial Scene Adaptation. ACM Multimedia Jianzhe Lin, Lichao Mou, Tianze Yu, Xiaoxiang Zhu, Z. Jane Wang
2020	J	`jnl`	ERA: A Dataset and Deep Learning Benchmark for Event Recognition in Aerial Videos. CoRR Lichao Mou, Yuansheng Hua, Pu Jin, Xiao Xiang Zhu
2020	C	`conf`	Event and Activity Recognition in Aerial Videos Using Deep Neural Networks and a New Dataset. IGARSS Lichao Mou, Yuansheng Hua, Pu Jin, Xiao Xiang Zhu
2020	J	`jnl`	Fusing Multiseasonal Sentinel-2 Imagery for Urban Land Cover Classification With Multibranch Residual Convolutional Neural Networks. IEEE Geosci. Remote. Sens. Lett. Chunping Qiu, Lichao Mou, Michael Schmitt, Xiao Xiang Zhu
2020	J	`jnl`	Incorporating Metric Learning and Adversarial Network for Seasonal Invariant Change Detection. IEEE Trans. Geosci. Remote. Sens. Wenzhi Zhao, Lichao Mou, Jiage Chen, Yanchen Bo, William J. Emery
2020	C	`conf`	Instance Segmentation of Buildings Using Keypoints. IGARSS Qingyu Li, Lichao Mou, Yuansheng Hua, Yao Sun, Pu Jin, Yilei Shi, Xiao Xiang Zhu
2020	J	`jnl`	Instance segmentation of buildings using keypoints. CoRR Qingyu Li, Lichao Mou, Yuansheng Hua, Yao Sun, Pu Jin, Yilei Shi, Xiao Xiang Zhu
2020	C	`conf`	Learning Multi-Label Aerial Image Classification Under Label Noise: A Regularization Approach Using Word Embeddings. IGARSS Yuansheng Hua, Sylvain Lobry, Lichao Mou, Devis Tuia, Xiao Xiang Zhu
2020	J	`jnl`	Learning to Pay Attention on Spectral Domain: A Spectral Attention Module-Based Convolutional Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Lichao Mou, Xiao Xiang Zhu
2020	J	`jnl`	Nonlocal Graph Convolutional Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Lichao Mou, Xiaoqiang Lu, Xuelong Li, Xiao Xiang Zhu
2020	J	`jnl`	Relation Matters: Relational Context-Aware Fully Convolutional Network for Semantic Segmentation of High-Resolution Aerial Images. IEEE Trans. Geosci. Remote. Sens. Lichao Mou, Yuansheng Hua, Xiao Xiang Zhu
2020	J	`jnl`	Relation Network for Multilabel Aerial Image Classification. IEEE Trans. Geosci. Remote. Sens. Yuansheng Hua, Lichao Mou, Xiao Xiang Zhu
2020	J	`jnl`	Unsupervised Deep Joint Segmentation of Multitemporal High-Resolution Images. IEEE Trans. Geosci. Remote. Sens. Sudipan Saha, Lichao Mou, Chunping Qiu, Xiao Xiang Zhu, Francesca Bovolo, Lorenzo Bruzzone
2019	A*	`conf`	A Relation-Augmented Fully Convolutional Network for Semantic Segmentation in Aerial Scenes. CVPR Lichao Mou, Yuansheng Hua, Xiao Xiang Zhu
2019	J	`jnl`	A Relation-Augmented Fully Convolutional Network for Semantic Segmentation in Aerial Scenes. CoRR Lichao Mou, Yuansheng Hua, Xiao Xiang Zhu
2019	C	`conf`	Label Relation Inference for Multi-Label Aerial Image Classification. IGARSS Yuansheng Hua, Lichao Mou, Xiao Xiang Zhu
2019	—	`conf`	Large-scale Building Height Estimation from Single VHR SAR image Using Fully Convolutional Network and GIS building footprints. JURSE Yao Sun, Yuansheng Hua, Lichao Mou, Xiao Xiang Zhu
2019	J	`jnl`	Learning Spectral-Spatial-Temporal Features via a Recurrent Convolutional Neural Network for Change Detection in Multispectral Imagery. IEEE Trans. Geosci. Remote. Sens. Lichao Mou, Lorenzo Bruzzone, Xiao Xiang Zhu
2019	—	`conf`	Multi-label Aerial Image Classification using A Bidirectional Class-wise Attention Network. JURSE Yuansheng Hua, Lichao Mou, Xiao Xiang Zhu
2019	J	`jnl`	R IEEE Trans. Geosci. Remote. Sens. Qingpeng Li, Lichao Mou, Qizhi Xu, Yun Zhang, Xiao Xiang Zhu
2019	J	`jnl`	Relation Network for Multi-label Aerial Image Classification. CoRR Yuansheng Hua, Lichao Mou, Xiao Xiang Zhu
2019	—	`conf`	Skin Lesion Segmentation Based on Improved U-net. CCECE Lina Liu, Lichao Mou, Xiao Xiang Zhu, Mrinal Mandal
2019	J	`jnl`	So2Sat LCZ42: A Benchmark Dataset for Global Local Climate Zones Classification. CoRR Xiao Xiang Zhu, Jingliang Hu, Chunping Qiu, Yilei Shi, Jian Kang, Lichao Mou, Hossein Bagheri, Matthias Häberle, Yuansheng Hua, Rong Huang, Lloyd H. Hughes, Hao Li, Yao Sun, Guichen Zhang, Shiyao Han, Michael Schmitt, Yuanyuan Wang
2019	C	`conf`	Spatial Relational Reasoning in Networks for Improving Semantic Segmentation of Aerial Images. IGARSS Lichao Mou, Yuansheng Hua, Xiao Xiang Zhu
2018	C	`conf`	A Recurrent Convolutional Neural Network for Land Cover Change Detection in Multispectral Images. IGARSS Lichao Mou, Xiao Xiang Zhu
2018	C	`conf`	Classification of Settlement Types from Tweets Using LDA and LSTM. IGARSS Rong Huang, Hannes Taubenböck, Lichao Mou, Xiao Xiang Zhu
2018	J	`jnl`	Corrections to "Deep Recurrent Neural Networks for Hyperspectral Image Classification". IEEE Trans. Geosci. Remote. Sens. Lichao Mou, Pedram Ghamisi, Xiao Xiang Zhu
2018	J	`jnl`	Feature Importance Analysis for Local Climate Zone Classification Using a Residual Convolutional Neural Network with Multi-Source Datasets. Remote. Sens. Chunping Qiu, Michael Schmitt, Lichao Mou, Pedram Ghamisi, Xiao Xiang Zhu
2018	C	`conf`	Feature Importance Analysis of Sentinel-2 Imagery for Large-Scale Urban Local Climate Zone Classification. IGARSS Chunping Qiu, Michael Schmitt, Pedram Ghamisi, Lichao Mou, Xiao Xiang Zhu
2018	J	`jnl`	HSF-Net: Multiscale Deep Feature Embedding for Ship Detection in Optical Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. Qingpeng Li, Lichao Mou, Qingjie Liu, Yunhong Wang, Xiao Xiang Zhu
2018	C	`conf`	Hierarchical Region Based Convolution Neural Network for Multiscale Object Detection in Remote Sensing Images. IGARSS Qingpeng Li, Lichao Mou, Kaiyu Jiang, Qingjie Liu, Yunhong Wang, Xiao Xiang Zhu
2018	J	`jnl`	IM2HEIGHT: Height Estimation from Single Monocular Imagery via Fully Residual Convolutional-Deconvolutional Network. CoRR Lichao Mou, Xiao Xiang Zhu
2018	J	`jnl`	Identifying Corresponding Patches in SAR and Optical Images With a Pseudo-Siamese CNN. IEEE Geosci. Remote. Sens. Lett. Lloyd H. Hughes, Michael Schmitt, Lichao Mou, Yuanyuan Wang, Xiao Xiang Zhu
2018	J	`jnl`	Identifying Corresponding Patches in SAR and Optical Images with a Pseudo-Siamese CNN. CoRR Lloyd H. Hughes, Michael Schmitt, Lichao Mou, Yuanyuan Wang, Xiao Xiang Zhu
2018	C	`conf`	LAHNet: A Convolutional Neural Network Fusing Low- and High-Level Features for Aerial Scene Classification. IGARSS Yuansheng Hua, Lichao Mou, Xiao Xiang Zhu
2018	J	`jnl`	Learning Spectral-Spatial-Temporal Features via a Recurrent Convolutional Neural Network for Change Detection in Multispectral Imagery. CoRR Lichao Mou, Lorenzo Bruzzone, Xiao Xiang Zhu
2018	J	`jnl`	Long-Term Annual Mapping of Four Cities on Different Continents by Applying a Deep Information Learning Method to Landsat Data. Remote. Sens. Haobo Lyu, Hui Lu, Lichao Mou, Wenyu Li, Jonathon S. Wright, Xuecao Li, Xinlu Li, Xiao Xiang Zhu, Jie Wang, Le Yu, Peng Gong
2018	J	`jnl`	R CoRR Qingpeng Li, Lichao Mou, Qizhi Xu, Yun Zhang, Xiao Xiang Zhu
2018	J	`jnl`	Recurrently Exploring Class-wise Attention in A Hybrid Convolutional and Bidirectional LSTM Network for Multi-label Aerial Image Classification. CoRR Yuansheng Hua, Lichao Mou, Xiao Xiang Zhu
2018	J	`jnl`	RiFCN: Recurrent Network in Fully Convolutional Network for Semantic Segmentation of High Resolution Remote Sensing Images. CoRR Lichao Mou, Xiao Xiang Zhu
2018	J	`jnl`	Unsupervised Spectral-Spatial Feature Learning via Deep Residual Conv-Deconv Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Lichao Mou, Pedram Ghamisi, Xiao Xiang Zhu
2018	J	`jnl`	Vehicle Instance Segmentation From Aerial Image and Video Using a Multitask Learning Residual Fully Convolutional Network. IEEE Trans. Geosci. Remote. Sens. Lichao Mou, Xiao Xiang Zhu
2018	J	`jnl`	Vehicle Instance Segmentation from Aerial Image and Video Using a Multi-Task Learning Residual Fully Convolutional Network. CoRR Lichao Mou, Xiao Xiang Zhu
2017	—	`conf`	A CNN for the identification of corresponding patches in SAR and optical imagery of urban scenes. JURSE Lichao Mou, Michael Schmitt, Yuanyuan Wang, Xiao Xiang Zhu
2017	J	`jnl`	Deep Recurrent Neural Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Lichao Mou, Pedram Ghamisi, Xiao Xiang Zhu
2017	J	`jnl`	Deep learning in remote sensing: a review. CoRR Xiao Xiang Zhu, Devis Tuia, Lichao Mou, Gui-Song Xia, Liangpei Zhang, Feng Xu, Friedrich Fraundorfer
2017	C	`conf`	Fully conv-deconv network for unsupervised spectral-spatial feature extraction of hyperspectral imagery via residual learning. IGARSS Lichao Mou, Pedram Ghamisi, Xiao Xiang Zhu
2017	—	`conf`	FusioNet: A two-stream convolutional neural network for urban scene classification using PolSAR and hyperspectral data. JURSE Jingliang Hu, Lichao Mou, Andreas Schmitt, Xiao Xiang Zhu
2017	C	`conf`	Identifying corresponding patches in SAR and optical imagery with a convolutional neural network. IGARSS Lichao Mou, Michael Schmitt, Yuanyuan Wang, Xiao Xiang Zhu
2017	J	`jnl`	Multitemporal Very High Resolution From Space: Outcome of the 2016 IEEE GRSS Data Fusion Contest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Lichao Mou, Xiaoxiang Zhu, Maria Vakalopoulou, Konstantinos Karantzalos, Nikos Paragios, Bertrand Le Saux, Gabriele Moser, Devis Tuia
2016	J	`jnl`	Learning a Transferable Change Rule from a Recurrent Neural Network for Land Cover Change Detection. Remote. Sens. Haobo Lyu, Hui Lu, Lichao Mou
2016	C	`conf`	Spatiotemporal scene interpretation of space videos via deep neural network and tracklet analysis. IGARSS Lichao Mou, Xiao Xiang Zhu
2016	J	`jnl`	Video parsing via spatiotemporally analysis with images. Multim. Tools Appl. Xuelong Li, Lichao Mou, Xiaoqiang Lu
2015	J	`jnl`	Scene Parsing From an MAP Perspective. IEEE Trans. Cybern. Xuelong Li, Lichao Mou, Xiaoqiang Lu
2015	J	`jnl`	Scene Recognition by Manifold Regularized Deep Learning Architecture. IEEE Trans. Neural Networks Learn. Syst. Yuan Yuan, Lichao Mou, Xiaoqiang Lu
2015	J	`jnl`	Semi-Supervised Multitask Learning for Scene Recognition. IEEE Trans. Cybern. Xiaoqiang Lu, Xuelong Li, Lichao Mou
2013	—	`conf`	Object or background: Whose call is it in complicated scene classification? ChinaSIP Lichao Mou, Xiaoqiang Lu, Yuan Yuan