A MAP Approach for Joint Image Registration, Blur Identification and Super Resolution. - Hongyan Zhang 001; Liangpei Zhang 001; Huanfeng Shen; Pingxiang Li (ICIG, 2009)

A super-resolution reconstruction algorithm for surveillance images. - Liangpei Zhang 001; Hongyan Zhang 001; Huanfeng Shen; Pingxiang Li (Signal Process., 2010)

Classifiction for hyperspectral imagery based on nonlocal weighted joint sparsity model. - Jiayi Li 001; Hongyan Zhang 001; Yuancheng Huang; Liangpei Zhang 001 (WHISPERS, 2012)

A Practical Compressed Sensing-Based Pan-Sharpening Method. - Cheng Jiang 001; Hongyan Zhang 001; Huanfeng Shen; Liangpei Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2012)

A super-resolution reconstruction algorithm for hyperspectral images. - Hongyan Zhang 001; Liangpei Zhang 001; Huanfeng Shen (Signal Process., 2012)

Adjustable Model-Based Fusion Method for Multispectral and Panchromatic Images. - Liangpei Zhang 001; Huanfeng Shen; Wei Gong 004; Hongyan Zhang 001 (IEEE Trans. Syst. Man Cybern. Part B, 2012)

A nonlinear regression classification algorithm with small sample set for hyperspectral image. - Jiayi Li 001; Hongyan Zhang 001; Liangpei Zhang 001 (IGARSS, 2013)

A unified sub-pixel mapping model integrating spectral unmixing for hyperspectral imagery. - Xiong Xu; Yanfei Zhong; Liangpei Zhang 001; Hongyan Zhang 001; Ruyi Feng (WHISPERS, 2013)

Sub-Pixel Mapping Based on a MAP Model With Multiple Shifted Hyperspectral Imagery. - Xiong Xu; Yanfei Zhong; Liangpei Zhang 001; Hongyan Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

A noise-adjusted iterative randomized singular value decomposition method for hyperspectral image denoising. - Wei He 003; Hongyan Zhang 001; Liangpei Zhang 001; Huanfeng Shen (IGARSS, 2014)

Background joint sparse representation for hyperspectral image subpixel anomaly detection. - Jiayi Li 001; Hongyan Zhang 001; Liangpei Zhang 001 (IGARSS, 2014)

Dead Pixel Completion of Aqua MODIS Band 6 Using a Robust M-Estimator Multiregression. - Xinghua Li 002; Huanfeng Shen; Liangpei Zhang 001; Hongyan Zhang 001; Qiangqiang Yuan (IEEE Geosci. Remote. Sens. Lett., 2014)

Supervised Segmentation of Very High Resolution Images by the Use of Extended Morphological Attribute Profiles and a Sparse Transform. - Jiayi Li 001; Hongyan Zhang 001; Liangpei Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2014)

Super-Resolution Reconstruction for Multi-Angle Remote Sensing Images Considering Resolution Differences. - Hongyan Zhang 001; Zeyu Yang; Liangpei Zhang 001; Huanfeng Shen (Remote. Sens., 2014)

A Nonlocal Weighted Joint Sparse Representation Classification Method for Hyperspectral Imagery. - Hongyan Zhang 001; Jiayi Li 001; Yuancheng Huang; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

An Online Coupled Dictionary Learning Approach for Remote Sensing Image Fusion. - Min Guo; Hongyan Zhang 001; Jiayi Li 001; Liangpei Zhang 001; Huanfeng Shen (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Robust Registration by Rank Minimization for Multiangle Hyper/Multispectral Remotely Sensed Imagery. - Ting Hu 003; Hongyan Zhang 001; Huanfeng Shen; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Two-Step Sparse Coding for the Pan-Sharpening of Remote Sensing Images. - Cheng Jiang 001; Hongyan Zhang 001; Huanfeng Shen; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Recovering Quantitative Remote Sensing Products Contaminated by Thick Clouds and Shadows Using Multitemporal Dictionary Learning. - Xinghua Li 002; Huanfeng Shen; Liangpei Zhang 001; Hongyan Zhang 001; Qiangqiang Yuan; Gang Yang 006 (IEEE Trans. Geosci. Remote. Sens., 2014)

Hyperspectral Image Classification by Nonlocal Joint Collaborative Representation With a Locally Adaptive Dictionary. - Jiayi Li 001; Hongyan Zhang 001; Yuancheng Huang; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2014)

Hyperspectral Image Restoration Using Low-Rank Matrix Recovery. - Hongyan Zhang 001; Wei He 003; Liangpei Zhang 001; Huanfeng Shen; Qiangqiang Yuan (IEEE Trans. Geosci. Remote. Sens., 2014)

Efficient superpixel-oriented multi-task joint sparse representation classification for hyperspectral imagery. - Jiayi Li 001; Hongyan Zhang 001; Liangpei Zhang 001 (IGARSS, 2015)

Improving the spatial resolution of hyperspectral image using panchromatic and multispectral images: An integrated method. - Xiangchao Meng; Huanfeng Shen; Huifang Li 001; Qiangqiang Yuan; Hongyan Zhang 001; Liangpei Zhang 001 (WHISPERS, 2015)

Spectral-spatial clustering of hyperspectral remote sensing image with sparse subspace clustering model. - Han Zhai; Hongyan Zhang 001; Liangpei Zhang 001; Pingxiang Li; Xiong Xu (WHISPERS, 2015)

A Blind Super-Resolution Reconstruction Method Considering Image Registration Errors. - Hongyan Zhang 001; Liangpei Zhang 001; Huanfeng Shen (Int. J. Fuzzy Syst., 2015)

Hyperspectral Image Denoising via Noise-Adjusted Iterative Low-Rank Matrix Approximation. - Wei He 003; Hongyan Zhang 001; Liangpei Zhang 001; Huanfeng Shen (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

A Nonlinear Multiple Feature Learning Classifier for Hyperspectral Images With Limited Training Samples. - Jiayi Li 001; Hongyan Zhang 001; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Hyperspectral Anomaly Detection by the Use of Background Joint Sparse Representation. - Jiayi Li 001; Hongyan Zhang 001; Liangpei Zhang 001; Li Ma (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Adaptive Anisotropic Diffusion Method for Polarimetric SAR Speckle Filtering. - Xiaoshuang Ma; Huanfeng Shen; Liangpei Zhang 001; Jie Yang 040; Hongyan Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Efficient Superpixel-Level Multitask Joint Sparse Representation for Hyperspectral Image Classification. - Jiayi Li 001; Hongyan Zhang 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2015)

Robust superresolution of multiangle-multispectral remote sensing images based on rank minimization. - Hang Chen; Hongyan Zhang 001; Liangpei Zhang 001 (IGARSS, 2016)

Hyperspectral unmixing using total variation regularized reweighted sparse non-negative matrix factorization. - Wei He 003; Hongyan Zhang 001; Liangpei Zhang 001 (IGARSS, 2016)

Classification of cloudy hyperspectral image and LiDAR data based on feature fusion and decision fusion. - Renbo Luo; Wenzhi Liao; Hongyan Zhang 001; Youguo Pi; Wilfried Philips (IGARSS, 2016)

Squaring weighted low-rank subspace clustering for hyperspectral image band selection. - Han Zhai; Hongyan Zhang 001; Liangpei Zhang 001; Pingxiang Li (IGARSS, 2016)

Quality improvement of hyperspectral remote sensing images: A technical overview. - Huifang Li 001; Huanfeng Shen; Qiangqiang Yuan; Hongyan Zhang 001; Lefei Zhang; Liangpei Zhang 001 (WHISPERS, 2016)

Hyperspectral unmixing by reweighted low rank and total variation. - Rui Wang 090; Wenzhi Liao; Heng-Chao Li 001; Hongyan Zhang 001; Aleksandra Pizurica (WHISPERS, 2016)

Exploiting the low-rank property of hyperspectral imagery: A technical overview. - Hongyan Zhang 001; Wei He 003; Wenzhi Liao; Renbo Luo; Liangpei Zhang 001; Aleksandra Pizurica (WHISPERS, 2016)

Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16). - Vinayak Abrol; Olivier Absil; Pierre-Antoine Absil; Sandrine Anthoine; Philippe Antoine; Thomas Arildsen; Nancy Bertin; Folkert Bleichrodt; Jérôme Bobin; Anne Bol; Antoine Bonnefoy; Francesco Caltagirone; et al. (CoRR, 2016)

Weighted Sparse Graph Based Dimensionality Reduction for Hyperspectral Images. - Wei He 003; Hongyan Zhang 001; Liangpei Zhang 001; Wilfried Philips; Wenzhi Liao (IEEE Geosci. Remote. Sens. Lett., 2016)

Pansharpening with a Guided Filter Based on Three-Layer Decomposition. - Xiangchao Meng; Jie Li 022; Huanfeng Shen; Liangpei Zhang 001; Hongyan Zhang 001 (Sensors, 2016)

Image super-resolution: The techniques, applications, and future. - Linwei Yue; Huanfeng Shen; Jie Li 022; Qiangqiang Yuan; Hongyan Zhang 001; Liangpei Zhang 001 (Signal Process., 2016)

Sparsity-Regularized Robust Non-Negative Matrix Factorization for Hyperspectral Unmixing. - Wei He 003; Hongyan Zhang 001; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

A Remote Sensing Image Fusion Method Based on the Analysis Sparse Model. - Chang Han; Hongyan Zhang 001; Changxin Gao; Cheng Jiang 001; Nong Sang; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Total-Variation-Regularized Low-Rank Matrix Factorization for Hyperspectral Image Restoration. - Wei He 003; Hongyan Zhang 001; Liangpei Zhang 001; Huanfeng Shen (IEEE Trans. Geosci. Remote. Sens., 2016)

Spectral-Spatial Sparse Subspace Clustering for Hyperspectral Remote Sensing Images. - Hongyan Zhang 001; Han Zhai; Liangpei Zhang 001; Pingxiang Li (IEEE Trans. Geosci. Remote. Sens., 2016)

Robust joint sparsity model for hyperspectral image classification. - Shaoguang Huang; Hongyan Zhang 001; Wenzhi Liao; Aleksandra Pizurica (ICIP, 2017)

Total variation regularized collaborative representation clustering with a locally adaptive dictionary for hyperspectral remote sensing imagery. - Han Zhai; Hongyan Zhang 001; Liangpei Zhang 001; Pingxiang Li (IGARSS, 2017)

A New Sparse Subspace Clustering Algorithm for Hyperspectral Remote Sensing Imagery. - Han Zhai; Hongyan Zhang 001; Liangpei Zhang 001; Pingxiang Li; Antonio Plaza (IEEE Geosci. Remote. Sens. Lett., 2017)

Kernel Sparse Subspace Clustering with a Spatial Max Pooling Operation for Hyperspectral Remote Sensing Data Interpretation. - Han Zhai; Hongyan Zhang 001; Xiong Xu; Liangpei Zhang 001; Pingxiang Li (Remote. Sens., 2017)

A Robust Sparse Representation Model for Hyperspectral Image Classification. - Shaoguang Huang; Hongyan Zhang 001; Aleksandra Pizurica (Sensors, 2017)

Hyperspectral Image Restoration Using Low-Rank Tensor Recovery. - Haiyan Fan; Yunjin Chen; Yulan Guo; Hongyan Zhang 001; Gangyao Kuang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Fusion of Hyperspectral and LiDAR Data for Classification of Cloud-Shadow Mixed Remote Sensed Scene. - Renbo Luo; Wenzhi Liao; Hongyan Zhang 001; Liangpei Zhang 001; Paul Scheunders; Youguo Pi; Wilfried Philips (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Total Variation Regularized Reweighted Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing. - Wei He 003; Hongyan Zhang 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2017)

Support Vector Machine Classification of Crop Lands Using Sentinel-2 Imagery. - Jinzhong Kang; Hongyan Zhang 001; Honghai Yang; Liangpei Zhang 001 (Agro-Geoinformatics, 2018)

Automated Paddy Rice Extent Extraction with Time Stacks of Sentinel Data: A Case Study in Jianghan Plain, Hubei, China. - Chengkang Zhang; Hongyan Zhang 001; Juan Du; Liangpei Zhang 001 (Agro-Geoinformatics, 2018)

Joint Sparsity Based Sparse Subspace Clustering for Hyperspectral Images. - Shaoguang Huang; Hongyan Zhang 001; Aleksandra Pizurica (ICIP, 2018)

A Remote Sensing Spatiotemporal Fusion Model of Landsat and Modis Data via Deep Learning. - Peiyu Dai; Hongyan Zhang 001; Liangpei Zhang 001; Huanfeng Shen (IGARSS, 2018)

Superpixel Based Dimension Reduction for Hyperspectral Imagery. - Huilin Xu; Hongyan Zhang 001; Wei He 003; Liangpei Zhang 001 (IGARSS, 2018)

Hyperspectral Image Denoising Using Local Low-Rank Matrix Recovery and Global Spatial-Spectral Total Variation. - Wei He 003; Hongyan Zhang 001; Huanfeng Shen; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Garlic Mapping for Sentinel-2 Time-Series Data Using a Random Forest Classifier. - Zhaoyang Chai; Hongyan Zhang 001; Xiong Xu; Liangpei Zhang 001 (IGARSS, 2019)

Multi-Level Fusion of the Multi-Receptive Fields Contextual Networks and Disparity Network for Pairwise Semantic Stereo. - Hongyu Chen 003; Manhui Lin; Hongyan Zhang 001; Guangyi Yang; Gui-Song Xia; Xianwei Zheng; Liangpei Zhang 001 (IGARSS, 2019)

Landmark-Based Large-Scale Sparse Subspace Clustering Method for Hyperspectral Images. - Shaoguang Huang; Hongyan Zhang 001; Aleksandra Pizurica (IGARSS, 2019)

Cloud Removal of Optical Remote Sensing Imagery with Multitemporal Sar-Optical Data Using X-Mtgan. - Yu Xia; Hongyan Zhang 001; Liangpei Zhang 001; Zhiyu Fan (IGARSS, 2019)

Superpixel-based spatial-spectral dimension reduction for hyperspectral imagery classification. - Huilin Xu; Hongyan Zhang 001; Wei He 003; Liangpei Zhang 001 (Neurocomputing, 2019)

Coupled Higher-Order Tensor Factorization for Hyperspectral and LiDAR Data Fusion and Classification. - Zhaohui Xue; Sirui Yang; Hongyan Zhang 001; Peijun Du (Remote. Sens., 2019)

Semisupervised Sparse Subspace Clustering Method With a Joint Sparsity Constraint for Hyperspectral Remote Sensing Images. - Shaoguang Huang; Hongyan Zhang 001; Aleksandra Pizurica (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Total Variation Regularized Collaborative Representation Clustering With a Locally Adaptive Dictionary for Hyperspectral Imagery. - Han Zhai; Hongyan Zhang 001; Liangpei Zhang 001; Pingxiang Li (IEEE Trans. Geosci. Remote. Sens., 2019)

Laplacian-Regularized Low-Rank Subspace Clustering for Hyperspectral Image Band Selection. - Han Zhai; Hongyan Zhang 001; Liangpei Zhang 001; Pingxiang Li (IEEE Trans. Geosci. Remote. Sens., 2019)

Sketched Sparse Subspace Clustering For Large-Scale Hyperspectral Images. - Shaoguang Huang; Hongyan Zhang 001; Aleksandra Pizurica (ICIP, 2020)

Learning Discriminative Global and Local Features for Building Extraction from Aerial Images. - Yue Liao; Hongyan Zhang 001; Guangyi Yang; Liangpei Zhang 001 (IGARSS, 2020)

Remote Sensing Image Spatio-Temporal Fusion via a Generative Adversarial Network Through One Prior Image Pair. - Yiyao Song; Hongyan Zhang 001; Liangpei Zhang 001 (IGARSS, 2020)

Land Cover Mapping Based On Multi-Branch Fusion Of Object-Based And Pixel-Based Segmentation With Filtered Labels. - Yu Xia; Yue Liao; Hongyan Zhang 001; Guangyi Yang (IGARSS, 2020)

Accessing the temporal and spectral features in crop type mapping using multi-temporal Sentinel-2 imagery: A case study of Yi'an County, Heilongjiang province, China. - Hongyan Zhang 001; Jinzhong Kang; Xiong Xu; Liangpei Zhang 001 (Comput. Electron. Agric., 2020)

Sketch-Based Subspace Clustering of Hyperspectral Images. - Shaoguang Huang; Hongyan Zhang 001; Qian Du 001; Aleksandra Pizurica (Remote. Sens., 2020)

Unified Framework for the Joint Super-Resolution and Registration of Multiangle Multi/Hyperspectral Remote Sensing Images. - Hang Chen; Hongyan Zhang 001; Juan Du; Bin Luo 005 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Hyperspectral Image Denoising With Total Variation Regularization and Nonlocal Low-Rank Tensor Decomposition. - Hongyan Zhang 001; Lu Liu; Wei He 003; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

Phenology Alignment Network: A Novel Framework for Cross-Regional Time Series Crop Classification. - Ziqiao Wang; Hongyan Zhang 001; Wei He 003; Liangpei Zhang 001 (CVPR Workshops, 2021)

Change Cross-Detection Based on Label Improvements and Multi-Model Fusion for Multi-Temporal Remote Sensing Images. - Zhuohong Li; Fangxiao Lu; Hongyan Zhang 001; Guangyi Yang; Liangpei Zhang 001 (IGARSS, 2021)

A Multi-Model Fusion of Convolution Neural Network and Random Forest for Detecting Settlements Without Electricity. - Yu Xia; Qi Huang; Hongyan Zhang 001 (IGARSS, 2021)

A New Comprehensive Drought Index Based on Response Adjustment for Vegetation Types. - Guoying Yin; Hongyan Zhang 001; Liangpei Zhang 001 (IGARSS, 2021)

An automated early-season method to map winter wheat using time-series Sentinel-2 data: A case study of Shandong, China. - Hongyan Zhang 001; Hongyu Du; Chengkang Zhang; Liangpei Zhang 001 (Comput. Electron. Agric., 2021)

Multi-temporal cloud detection based on robust PCA for optical remote sensing imagery. - Hongyan Zhang 001; Qi Huang; Han Zhai; Liangpei Zhang 001 (Comput. Electron. Agric., 2021)

Spatial domain bridge transfer : An automated paddy rice mapping method with no training data required and decreased image inputs for the large cloudy area. - Chengkang Zhang; Hongyan Zhang 001; Liangpei Zhang 001 (Comput. Electron. Agric., 2021)

Large-Scale Semantic 3-D Reconstruction: Outcome of the 2019 IEEE GRSS Data Fusion Contest - Part A. - Saket Kunwar; Hongyu Chen 003; Manhui Lin; Hongyan Zhang 001; Pablo d'Angelo; Daniele Cerra; Seyed Majid Azimi; Myron Brown; Gregory D. Hager; Naoto Yokoya; Ronny Hänsch; Bertrand Le Saux (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

The Outcome of the 2021 IEEE GRSS Data Fusion Contest - Track DSE: Detection of Settlements Without Electricity. - Yanbiao Ma; Yuxin Li; Kexin Feng; Yu Xia; Qi Huang; Hongyan Zhang 001; Colin Prieur; Giorgio Licciardi; Hana Malha; Jocelyn Chanussot; Pedram Ghamisi; Ronny Hänsch; et al. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

A Superpixel Guided Sample Selection Neural Network for Handling Noisy Labels in Hyperspectral Image Classification. - Huilin Xu; Hongyan Zhang 001; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

Nonlocal Means Regularized Sketched Reweighted Sparse and Low-Rank Subspace Clustering for Large Hyperspectral Images. - Han Zhai; Hongyan Zhang 001; Liangpei Zhang 001; Pingxiang Li (IEEE Trans. Geosci. Remote. Sens., 2021)

Sparsity-Based Clustering for Large Hyperspectral Remote Sensing Images. - Han Zhai; Hongyan Zhang 001; Liangpei Zhang 001; Pingxiang Li (IEEE Trans. Geosci. Remote. Sens., 2021)

Remote Sensing Image Spatiotemporal Fusion Using a Generative Adversarial Network. - Hongyan Zhang 001; Yiyao Song; Chang Han; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

LR-Net: Low-Rank Spatial-Spectral Network for Hyperspectral Image Denoising. - Hongyan Zhang 001; Hongyu Chen 003; Guangyi Yang; Liangpei Zhang 001 (IEEE Trans. Image Process., 2021)

Spectrum-Aware and Transferable Architecture Search for Hyperspectral Image Restoration. - Wei He 003; Quanming Yao; Naoto Yokoya; Tatsumi Uezato; Hongyan Zhang 001; Liangpei Zhang 001 (ECCV (19), 2022)

Autoencoder in Autoencoder Network Based on Low-Rank Embedding for Anomaly Detection in Hyperspectral Images. - Weinan Cao; Hongyan Zhang 001; Wei He 003; Hongyu Chen 003; Ewe Hong Tat (IGARSS, 2022)

MSBRNet: Multi-Scale Background Reconstruction Network with Low-Rank Embedding for Anomaly Detection in Hyperspectral Images. - Weinan Cao; Hongyan Zhang 001; Wei He 003; Hongyu Chen 003; Ewe Hong Tat (IGARSS, 2022)

Multi-Stage Pseudo-Label Iteration Framework for Semi-Supervised Land-Cover Mapping. - Zhuohong Li; Jiaqi Zou; Fangxiao Lu; Hongyan Zhang 001 (IGARSS, 2022)

Towards Complex Backgrounds: A Unified Difference-Aware Decoder for Binary Segmentation. - Jiepan Li; Wei He 003; Hongyan Zhang 001 (CoRR, 2022)

Correntropy-Based Autoencoder-Like NMF With Total Variation for Hyperspectral Unmixing. - Xin-Ru Feng; Heng-Chao Li 001; Shuang Liu 016; Hongyan Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

Correction to "Correntropy-Based Autoencoder-Like NMF With Total Variation for Hyperspectral Unmixing". - Xin-Ru Feng; Heng-Chao Li 001; Shuang Liu 016; Hongyan Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

Non-Local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration. - Wei He 003; Quanming Yao; Chao Li 013; Naoto Yokoya; Qibin Zhao; Hongyan Zhang 001; Liangpei Zhang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

The Outcome of the 2021 IEEE GRSS Data Fusion Contest - Track MSD: Multitemporal Semantic Change Detection. - Zhuohong Li; Fangxiao Lu; Hongyan Zhang 001; Lilin Tu; Jiayi Li 001; Xin Huang 002; Caleb Robinson; Nikolay Malkin; Nebojsa Jojic; Pedram Ghamisi; Ronny Hänsch; Naoto Yokoya (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Double Attention Based Multilevel One-Dimensional Convolution Neural Network for Hyperspectral Image Classification. - Han Zhai; Jie Zhao; Hongyan Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Multiyear Automated Mapping and Price Analysis of Garlic in Main Planting Areas of China Using Time-Series Remote Sensing Images. - Hongyan Zhang 001; Fangfang Xiao; Wei He 003; Zhaoyang Chai; Hong-Tat Ewe (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Anisotropic Spatial-Spectral Total Variation Regularized Double Low-Rank Approximation for HSI Denoising and Destriping. - Jingyi Cai; Wei He 003; Hongyan Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Hyperspectral Image Denoising Using Factor Group Sparsity-Regularized Nonconvex Low-Rank Approximation. - Yong Chen 013; Ting-Zhu Huang; Wei He 003; Xi-Le Zhao; Hongyan Zhang 001; Jinshan Zeng (IEEE Trans. Geosci. Remote. Sens., 2022)

A Mutual Information Domain Adaptation Network for Remotely Sensed Semantic Segmentation. - Hongyu Chen 003; Hongyan Zhang 001; Guangyi Yang; Shengyang Li; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Hybrid-Hypergraph Regularized Multiview Subspace Clustering for Hyperspectral Images. - Shaoguang Huang; Hongyan Zhang 001; Aleksandra Pizurica (IEEE Trans. Geosci. Remote. Sens., 2022)

A Structural Subspace Clustering Approach for Hyperspectral Band Selection. - Shaoguang Huang; Hongyan Zhang 001; Aleksandra Pizurica (IEEE Trans. Geosci. Remote. Sens., 2022)

Subspace Clustering for Hyperspectral Images via Dictionary Learning With Adaptive Regularization. - Shaoguang Huang; Hongyan Zhang 001; Aleksandra Pizurica (IEEE Trans. Geosci. Remote. Sens., 2022)

Hyperspectral Image Restoration by Tensor Fibered Rank Constrained Optimization and Plug-and-Play Regularization. - Yun-Yang Liu; Xi-Le Zhao; Yu-Bang Zheng; Tian-Hui Ma; Hongyan Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Remote Sensing Image Spatiotemporal Fusion via a Generative Adversarial Network With One Prior Image Pair. - Yiyao Song; Hongyan Zhang 001; He Huang; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Unsupervised Spectral-Spatial Semantic Feature Learning for Hyperspectral Image Classification. - Huilin Xu; Wei He 003; Liangpei Zhang 001; Hongyan Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Double Low-Rank Matrix Decomposition for Hyperspectral Image Denoising and Destriping. - Hongyan Zhang 001; Jingyi Cai; Wei He 003; Huanfeng Shen; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

EMS-GCN: An End-to-End Mixhop Superpixel-Based Graph Convolutional Network for Hyperspectral Image Classification. - Hongyan Zhang 001; Jiaqi Zou; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

A Gather-to-Guide Network for Remote Sensing Semantic Segmentation of RGB and Auxiliary Image. - Xianwei Zheng; Xiujie Wu; Linxi Huan; Wei He 003; Hongyan Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

LESSFormer: Local-Enhanced Spectral-Spatial Transformer for Hyperspectral Image Classification. - Jiaqi Zou; Wei He 003; Hongyan Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

A Local-Global Dual-Stream Network for Building Extraction From Very-High-Resolution Remote Sensing Images. - Hongyan Zhang 001; Yue Liao; Honghai Yang; Guangyi Yang; Liangpei Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

A New Cloud Feature Difference Loss For Enhancing The Detection Of Clouds In Remote Sensing Images. - Xinyi Xu; Wei He 003; Yu Xia; Hongyan Zhang 001 (IGARSS, 2023)

Multimodal Unsupervised Domain Adaptation for Remote Sensing Image Segmentation. - Jiaqi Zou; Zhuohong Li; Fangxiao Lu; Wei He 003; Hongyan Zhang 001 (WHISPERS, 2023)

National-scale 1-m resolution land-cover mapping for the entire China based on a low-cost solution and open-access data. - Zhuohong Li; Wei He 003; Hongyan Zhang 001 (CoRR, 2023)

MSFA-Frequency-Aware Transformer for Hyperspectral Images Demosaicing. - Haijin Zeng; Kai Feng; Shaoguang Huang; Jiezhang Cao; Yongyong Chen; Hongyan Zhang 001; Hiep Luong 001; Wilfried Philips (CoRR, 2023)

Degradation-Noise-Aware Deep Unfolding Transformer for Hyperspectral Image Denoising. - Haijin Zeng; Jiezhang Cao; Kai Feng; Shaoguang Huang; Hongyan Zhang 001; Hiep Luong 001; Wilfried Philips (CoRR, 2023)

Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network. - Wei He 003; Jiepan Li; Weinan Cao; Liangpei Zhang 001; Hongyan Zhang 001 (CoRR, 2023)

A Spatial-Spectral Transformer Network With Total Variation Loss for Hyperspectral Image Denoising. - Mengyuan Wang; Wei He 003; Hongyan Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2023)

Cross-Domain Meta-Learning Under Dual-Adjustment Mode for Few-Shot Hyperspectral Image Classification. - Lei Hu 001; Wei He 003; Liangpei Zhang 001; Hongyan Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

GLoCNet: Robust Feature Matching With Global-Local Consistency Network for Remote Sensing Image Registration. - Yuyan Liu; Wei He 003; Hongyan Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Transition Is a Process: Pair-to-Video Change Detection Networks for Very High Resolution Remote Sensing Images. - Manhui Lin; Guangyi Yang; Hongyan Zhang 001 (IEEE Trans. Image Process., 2023)

ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very-High-Resolution Remote Sensing Images. - Hongyan Zhang 001; Manhui Lin; Guangyi Yang; Liangpei Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

SinoLC-1: the first 1-meter resolution national-scale land-cover map of China created with the deep learning framework and open-access data (Southwest of China). - Zhuohong Li; Wei He 003; Mofan Cheng; Jingxin Hu; Xiao An; Yan Huang; Guangyi Yang; Hongyan Zhang 001 (Zenodo, 2023)

SinoLC-1: the first 1-meter resolution national-scale land-cover map of China created with the deep learning framework and open-access data (Northwest of China). - Zhuohong Li; Wei He 003; Mofan Cheng; Jingxin Hu; Xiao An; Yan Huang; Guangyi Yang; Hongyan Zhang 001 (Zenodo, 2023)

SinoLC-1: the first 1-meter resolution national-scale land-cover map of China created with the deep learning framework and open-access data (North of China). - Zhuohong Li; Wei He 003; Mofan Cheng; Jingxin Hu; Xiao An; Yan Huang; Guangyi Yang; Hongyan Zhang 001 (Zenodo, 2023)

SinoLC-1: the first 1-meter resolution national-scale land-cover map of China created with the deep learning framework and open-access data (South of China). - Zhuohong Li; Wei He 003; Mofan Cheng; Jingxin Hu; Xiao An; Yan Huang; Guangyi Yang; Hongyan Zhang 001 (Zenodo, 2023)

SinoLC-1: the first 1-meter resolution national-scale land-cover map of China created with the deep learning framework and open-access data (East of China). - Zhuohong Li; Wei He 003; Mofan Cheng; Jingxin Hu; Xiao An; Yan Huang; Guangyi Yang; Hongyan Zhang 001 (Zenodo, 2023)

SinoLC-1: the first 1-meter resolution national-scale land-cover map of China created with the deep learning framework and open-access data (Central of China). - Zhuohong Li; Wei He 003; Mofan Cheng; Jingxin Hu; Xiao An; Yan Huang; Guangyi Yang; Hongyan Zhang 001 (Zenodo, 2023)

SinoLC-1: the first 1-meter resolution national-scale land-cover map of China created with the deep learning framework and open-access data (Northeast of China). - Zhuohong Li; Wei He 003; Mofan Cheng; Jingxin Hu; Xiao An; Yan Huang; Guangyi Yang; Hongyan Zhang 001 (Zenodo, 2023)

Mapping annual 10 m rapeseed extent using multisource data in the Yangtze River Economic Belt of China (2017-2021) on Google Earth Engine. - Wenbin Liu; Hongyan Zhang 001 (Int. J. Appl. Earth Obs. Geoinformation, 2023)

Cross-region plastic greenhouse segmentation and counting using the style transfer and dual-task networks. - Xiangyu Liu; Wei He 003; Hongyan Zhang 001 (Comput. Electron. Agric., 2023)

From Model-Based Optimization Algorithms to Deep Learning Models for Clustering Hyperspectral Images. - Shaoguang Huang; Hongyan Zhang 001; Haijin Zeng; Aleksandra Pizurica (Remote. Sens., 2023)

SinoLC-1: the first 1-meter resolution national-scale land-cover map of China created with the deep learning framework and open-access data (User guide V2.4). - Zhuohong Li; Wei He 003; Mofan Cheng; Jingxin Hu; Xiao An; Yan Huang; Yuqing Wang; Guangyi Yang; Hongyan Zhang 001 (Zenodo, 2023)

SinoLC-1: the first 1-meter resolution national-scale land-cover map of China created with the deep learning framework and open-access data (Update data: August, 2023). - Zhuohong Li; Wei He 003; Mofan Cheng; Jingxin Hu; Xiao An; Yan Huang; Guangyi Yang; Hongyan Zhang 001 (Zenodo, 2023)

Phenology-assisted supervised paddy rice mapping with the Landsat imagery on Google Earth Engine: Experiments in Heilongjiang Province of China from 1990 to 2020. - Chengkang Zhang; Hongyan Zhang 001; Sijing Tian (Comput. Electron. Agric., 2023)

Landsat-based dataset for mapping annual center-pivot irrigated cropland in Brazil. - Xiangyu Liu; Wei He 003; Wenbin Liu; Guoying Yin; Hongyan Zhang 001 (Zenodo, 2023)

Heterogeneous Regularization-Based Tensor Subspace Clustering for Hyperspectral Band Selection. - Shaoguang Huang; Hongyan Zhang 001; Jize Xue; Aleksandra Pizurica (IEEE Trans. Neural Networks Learn. Syst., 2023)

A novel habitat adaptability evaluation indicator (HAEI) for predicting yield of county-level winter wheat in China base on multisource climate data from 2001 to 2020. - Xiaobin Xu; Wei He 003; Hongyan Zhang 001 (Int. J. Appl. Earth Obs. Geoinformation, 2023)

Learning without Exact Guidance: Updating Large-Scale High-Resolution Land Cover Maps from Low-Resolution Historical Labels. - Zhuohong Li; Wei He 003; Jiepan Li; Fangxiao Lu; Hongyan Zhang 001 (CVPR, 2024)

Generalized Few-Shot Meets Remote Sensing: Discovering Novel Classes in Land Cover Mapping via Hybrid Semantic Segmentation Framework. - Zhuohong Li; Fangxiao Lu; Jiaqi Zou; Lei Hu 001; Hongyan Zhang 001 (CVPR Workshops, 2024)

Cross Modal Few Shot Learning for Tree Species Classification Using Airborne Hyperspectral Images. - Lei Hu 001; Wei He 003; Hongyan Zhang 001 (IGARSS, 2024)

Overcoming the Uncertainty Challenges in Flood Rapid Mapping with SAR Data. - He Huang; Jiepan Li; Wei He 003; Hongyan Zhang 001; Liangpei Zhang 001 (IGARSS, 2024)

Overcoming the Uncertainty Challenges in Flood Rapid Mapping with Multi-Source Optical Data. - Jiepan Li; He Huang; Wei He 003; Hongyan Zhang 001; Liangpei Zhang 001 (IGARSS, 2024)

Identifying Every Building's Function in Large-Scale Urban areas with Multi-Modality Remote-Sensing Data. - Zhuohong Li; Wei He 003; Jiepan Li; Hongyan Zhang 001 (IGARSS, 2024)

Detector-Free Multimodal Image Matching. - Yuyan Liu; Wei He 003; Hongyan Zhang 001; Mbulisi Sibanda; Elhadi Adam (IGARSS, 2024)

A Locally Enhanced Transformer Network for Hyperspectral Image Classification. - Wei Xiao; Shaoguang Huang; Mbulisi Sibanda; Elhadi Adam; Hongyan Zhang 001 (IGARSS, 2024)

A Novel Multi-scale Feature Fusion Based Network for Hyperspectral and Multispectral Image Fusion. - Shuai Dong; Shaoguang Huang; Jinhan Zhang; Hongyan Zhang 001 (PRCV (13), 2024)

CRformer: Multi-modal data fusion to reconstruct cloud-free optical imagery. - Yu Xia; Wei He 003; Qi Huang; Guoying Yin; Wenbin Liu; Hongyan Zhang 001 (Int. J. Appl. Earth Obs. Geoinformation, 2024)

Wetting or greening? Probing the global trends in Vegetation Condition Index (VCI). - Guoying Yin; Wei He 003; Xiangyu Liu; Yu Xia; Hongyan Zhang 001 (Int. J. Appl. Earth Obs. Geoinformation, 2024)

Efficient One-Step Diffusion Refinement for Snapshot Compressive Imaging. - Yunzhen Wang; Haijin Zeng; Shaoguang Huang; Hongyu Chen 003; Hongyan Zhang 001 (CoRR, 2024)

STFDiff: Remote sensing image spatiotemporal fusion with diffusion models. - He Huang; Wei He 003; Hongyan Zhang 001; Yu Xia; Liangpei Zhang 001 (Inf. Fusion, 2024)

Cross-City Semantic Segmentation (C2Seg) in Multimodal Remote Sensing: Outcome of the 2023 IEEE WHISPERS C2Seg Challenge. - Yuheng Liu; Ye Wang 020; Yifan Zhang 006; Shaohui Mei; Jiaqi Zou; Zhuohong Li; Fangxiao Lu; Wei He 003; Hongyan Zhang 001; Huilin Zhao; Chuan Chen; Cong Xia; et al. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Pretrain a Remote Sensing Foundation Model by Promoting Intra-Instance Similarity. - Xiao An; Wei He 003; Jiaqi Zou; Guangyi Yang; Hongyan Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

An Unsupervised Dehazing Network With Hybrid Prior Constraints for Hyperspectral Image. - Wei He 003; Mengyuan Wang; Yong Chen 013; Hongyan Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Spatial and Cluster Structural Prior-Guided Subspace Clustering for Hyperspectral Image. - Shaoguang Huang; Haijin Zeng; Hongyu Chen 003; Hongyan Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

UANet: An Uncertainty-Aware Network for Building Extraction From Remote Sensing Images. - Jiepan Li; Wei He 003; Weinan Cao; Liangpei Zhang 001; Hongyan Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

G2LDIE: Global-to-Local Dynamic Information Enhancement Framework for Weakly Supervised Building Extraction From Remote Sensing Images. - Jiaxing Sun; Wei He 003; Hongyan Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

SOSSF: Landsat-8 Image Synthesis on the Blending of Sentinel-1 and MODIS Data. - Yu Xia; Wei He 003; Qi Huang; Hongyu Chen 003; He Huang; Hongyan Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Multitarget Domain Adaptation Building Instance Extraction of Remote Sensing Imagery With Domain-Common Approximation Learning. - Fayong Zhang; Kejun Liu; Yuanyuan Liu 004; Chaofan Wang; Wujie Zhou; Hongyan Zhang 001; Lizhe Wang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

PSFormer: Pyramid Superpixel Transformer for Hyperspectral Image Classification. - Jiaqi Zou; Wei He 003; Hongyan Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

GRiD: Guided Refinement for Detector-Free Multimodal Image Matching. - Yuyan Liu; Wei He 003; Hongyan Zhang 001 (IEEE Trans. Image Process., 2024)

Hider: A Hyperspectral Image Denoising Transformer With Spatial-Spectral Constraints for Hybrid Noise Removal. - Hongyu Chen 003; Guangyi Yang; Hongyan Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Heterogeneous Data-based Cross-domain Few-shot Classification Method of Hyperspectral Image. - Kun Zhao; Shaoguang Huang; Hongyu Chen 003; Hongyan Zhang 001 (ICASSP, 2025)

Cross-regional sample generation based on Cropland Data Layer for large-scale winter wheat mapping: A case study of Huang-Huai-Hai Plain, China. - Man Liu; Wei He 003; Hongyan Zhang 001 (Int. J. Appl. Earth Obs. Geoinformation, 2025)

SAM-CTMapper: Utilizing segment anything model and scale-aware mixed CNN-Transformer facilitates coastal wetland hyperspectral image classification. - Jiaqi Zou; Wei He 003; Haifeng Wang; Hongyan Zhang 001 (Int. J. Appl. Earth Obs. Geoinformation, 2025)

KDGraph: A Keypoint Detection Method for Road Graph Extraction From Remote Sensing Images. - Wei He 003; Ruoyao Xue; Fangxiao Lu; Jinjun Xu; Hongyan Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

Hyperspectral Image Classification Based on a Locally Enhanced Transformer Network. - Shaoguang Huang; Wei Xiao; Hongyu Chen 003; Siti Khairunniza-Bejo; Hongyan Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

PMTSeg: Prompt-Driven Multimodal Transformer for Task-Adapted Remote Sensing Image Segmentation. - Kejun Liu; Xuesong Yan 001; Yuanyuan Liu 004; Chang Tang; Yibing Zhan; Wei Luo; Wujie Zhou; Hongyan Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

TANet: Thin Cloud-Aware Network for Cloud Detection in Optical Remote Sensing Image. - Xinyi Xu; Wei He 003; Yu Xia; Hongyan Zhang 001; Yuwei Wu; Zhen Jiang; Ting Hu 003 (IEEE Trans. Geosci. Remote. Sens., 2025)