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)

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)

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)

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

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)

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)

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)

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)

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

Multi-Temporal Sentinel-1 and -2 Data Fusion for Optical Image Simulation. - Wei He 003; Naoto Yokoya (ISPRS Int. J. Geo Inf., 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)

Non-Local Meets Global: An Integrated Paradigm for Hyperspectral Denoising. - Wei He 003; Quanming Yao; Chao Li 013; Naoto Yokoya; Qibin Zhao (CVPR, 2019)

Guaranteed Matrix Completion Under Multiple Linear Transformations. - Chao Li 013; Wei He 003; Longhao Yuan; Zhun Sun; Qibin Zhao (CVPR, 2019)

Total-variation-regularized Tensor Ring Completion for Remote Sensing Image Reconstruction. - Wei He 003; Longhao Yuan; Naoto Yokoya (ICASSP, 2019)

Weighted Group Sparsity Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Restoration. - Yong Chen 013; Wei He 003; Naoto Yokoya; Ting-Zhu Huang (IGARSS, 2019)

Total Variation Regularized Low-Rank Sparsity Decomposition for Blind Cloud and Cloud Shadow Removal from Multitemporal Imagery. - Yong Chen 013; Wei He 003; Naoto Yokoya; Ting-Zhu Huang (IGARSS, 2019)

Robust Nonlocal Low-Rank Sar Stack Despeckling With Application To Change Detection. - Gerald Baier; Wei He 003; Bruno Adriano; Junshi Xia; Naoto Yokoya (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)

Remote Sensing Image Reconstruction Using Tensor Ring Completion and Total Variation. - Wei He 003; Naoto Yokoya; Longhao Yuan; Qibin Zhao (IEEE Trans. Geosci. Remote. Sens., 2019)

Guided Deep Decoder: Unsupervised Image Pair Fusion. - Tatsumi Uezato; Danfeng Hong; Naoto Yokoya; Wei He 003 (ECCV (6), 2020)

Breaking the Limits of Remote Sensing by Simulation and Deep Learning for Flood and Debris Flow Mapping. - Naoto Yokoya; Kazuki Yamanoi; Wei He 003; Gerald Baier; Bruno Adriano; Hiroyuki Miura; Satoru Oishi (CoRR, 2020)

Fast Hyperspectral Image Recovery via Non-iterative Fusion of Dual-Camera Compressive Hyperspectral Imaging. - Wei He 003; Naoto Yokoya; Xin Yuan 002 (CoRR, 2020)

Hyperspectral Image Restoration Using Weighted Group Sparsity-Regularized Low-Rank Tensor Decomposition. - Yong Chen 013; Wei He 003; Naoto Yokoya; Ting-Zhu Huang (IEEE Trans. Cybern., 2020)

Robust Nonlocal Low-Rank SAR Time Series Despeckling Considering Speckle Correlation by Total Variation Regularization. - Gerald Baier; Wei He 003; Naoto Yokoya (IEEE Trans. Geosci. Remote. Sens., 2020)

Nonlocal Tensor-Ring Decomposition for Hyperspectral Image Denoising. - Yong Chen 013; Wei He 003; Naoto Yokoya; Ting-Zhu Huang; Xi-Le Zhao (IEEE Trans. Geosci. 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)

Double-Factor-Regularized Low-Rank Tensor Factorization for Mixed Noise Removal in Hyperspectral Image. - Yu-Bang Zheng; Ting-Zhu Huang; Xi-Le Zhao; Yong Chen 013; Wei He 003 (IEEE Trans. Geosci. Remote. Sens., 2020)

Hyperspectral Image Compressive Sensing Reconstruction Using Subspace-Based Nonlocal Tensor Ring Decomposition. - Yong Chen 013; Ting-Zhu Huang; Wei He 003; Naoto Yokoya; Xi-Le Zhao (IEEE Trans. Image Process., 2020)

Illumination Invariant Hyperspectral Image Unmixing Based on a Digital Surface Model. - Tatsumi Uezato; Naoto Yokoya; Wei He 003 (IEEE Trans. Image Process., 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)

Interpretable Hyperspectral AI: When Non-Convex Modeling meets Hyperspectral Remote Sensing. - Danfeng Hong; Wei He 003; Naoto Yokoya; Jing Yao 002; Lianru Gao; Liangpei Zhang 001; Jocelyn Chanussot; Xiao Xiang Zhu 001 (CoRR, 2021)

Fast Hyperspectral Image Recovery of Dual-Camera Compressive Hyperspectral Imaging via Non-Iterative Subspace-Based Fusion. - Wei He 003; Naoto Yokoya; Xin Yuan 002 (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)

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

Unmixing Convolutional Features for Crisp Edge Detection. - Linxi Huan; Nan Xue 001; Xianwei Zheng; Wei He 003; Jianya Gong; Gui-Song Xia (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Hyperspectral super-resolution via coupled tensor ring factorization. - Wei He 003; Yong Chen 013; Naoto Yokoya; Chao Li 013; Qibin Zhao (Pattern Recognit., 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)

Exploring Nonlocal Group Sparsity Under Transform Learning for Hyperspectral Image Denoising. - Yong Chen 013; Wei He 003; Xi-Le Zhao; Ting-Zhu Huang; Jinshan Zeng; Hui Lin 002 (IEEE Trans. Geosci. Remote. Sens., 2022)

Hyperspectral and Multispectral Image Fusion Using Factor Smoothed Tensor Ring Decomposition. - Yong Chen 013; Jinshan Zeng; Wei He 003; Xi-Le Zhao; Ting-Zhu Huang (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)

Breaking Limits of Remote Sensing by Deep Learning From Simulated Data for Flood and Debris-Flow Mapping. - Naoto Yokoya; Kazuki Yamanoi; Wei He 003; Gerald Baier; Bruno Adriano; Hiroyuki Miura; Satoru Oishi (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)

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 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)

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)

Interpretable Deep Attention Prior for Image Restoration and Enhancement. - Wei He 003; Tatsumi Uezato; Naoto Yokoya (IEEE Trans. Computational Imaging, 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)

Content-Aware Subspace Low-Rank Tensor Recovery for Hyperspectral Image Restoration. - Xueyao Xiao; Wei Zhang 161; Yi Chang 002; Shuning Cao; Wei He 003; Houzhang Fang; Luxin Yan (IEEE Trans. Geosci. Remote. Sens., 2023)

Hyperspectral Image Denoising: Reconciling Sparse and Low-Tensor-Ring-Rank Priors in the Transformed Domain. - Hao Zhang 103; Ting-Zhu Huang; Xi-Le Zhao; Wei He 003; Jae Kyu Choi; Yu-Bang Zheng (IEEE Trans. Geosci. Remote. Sens., 2023)

Accurate Multiobjective Low-Rank and Sparse Model for Hyperspectral Image Denoising Method. - Yuting Wan; Ailong Ma; Wei He 003; Yanfei Zhong (IEEE Trans. Evol. Comput., 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)

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)

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)

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)

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)

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)

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)

An interpretable and flexible fusion prior to boost hyperspectral imaging reconstruction. - Wei He 003; Zongliang Wu; Naoto Yokoya; Xin Yuan 002 (Inf. Fusion, 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)

Unidirectional Spatial and Spectral Smoothed Tensor Ring Decomposition for Hyperspectral Image Denoising and Destriping. - Yang Zhou; Yong Chen 013; Jinshan Zeng; Wei He 003; Min Huang 005 (IEEE Geosci. Remote. Sens. Lett., 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)

Thick Cloud Removal in Multitemporal Remote Sensing Images via Low-Rank Regularized Self-Supervised Network. - Yong Chen 013; Maolin Chen; Wei He 003; Jinshan Zeng; Min Huang 005; Yu-Bang Zheng (IEEE Trans. Geosci. 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)

Fast Large-Scale Hyperspectral Image Denoising via Noniterative Low-Rank Subspace Representation. - Yong Chen 013; Jinshan Zeng; Wei He 003; Xi-Le Zhao; Tai-Xiang Jiang; Qing Huang (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)

Adaptive Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Denoising and Destriping. - Dongyi Li; Dong Chu; Xiaobin Guan; Wei He 003; Huanfeng Shen (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)

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

Hyperspectral Compressive Snapshot Reconstruction via Coupled Low-Rank Subspace Representation and Self-Supervised Deep Network. - Yong Chen 013; Wenzhen Lai; Wei He 003; Xi-Le Zhao; Jinshan Zeng (IEEE Trans. Image Process., 2024)

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

Spectral Super-Resolution via Model-Guided Cross-Fusion Network. - Renwei Dian; Tianci Shan; Wei He 003; Haibo Liu (IEEE Trans. Neural Networks Learn. Syst., 2024)

Combining Low-Rank and Deep Plug-and-Play Priors for Snapshot Compressive Imaging. - Yong Chen 013; Xinfeng Gui; Jinshan Zeng; Xi-Le Zhao; Wei He 003 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Wavelength- and Depth-Aware Deep Image Prior for Blind Hyperspectral Imagery Deblurring with Coarse Depth Guidance. - Jiahuan Li; Xiaoyu Dong; Wei He 003; Naoto Yokoya (WACV, 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)

Multimodal Semantic Segmentation in Yangtze River Economic Belt: Outcome of the 2024 IEEE WHISPERS MMSeg-YREB Challenge. - Jiepan Li; He Huang; Yu Xia; Xian Xu; Yingxin Wu; Qi Guo; Yinhe Liu; Yanfei Zhong; Jeongho Min; Sungbin Son; Hyeonjin Kim; Jaejun Yoo; et al. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 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)

A Comprehensive Deep-Learning Framework for Fine-Grained Farmland Mapping From High-Resolution Images. - Jiepan Li; Yipan Wei; Tiangao Wei; Wei He 003 (IEEE Trans. Geosci. Remote. Sens., 2025)

Fusing Global Structural and Local Deep Features for Thick Cloud Removal in Multitemporal Remote Sensing Images. - Yeqi Xu; Yong Chen 013; Maolin Chen; Wei He 003; Min Huang 005; Jinshan Zeng (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)

Feature Fusion-Guided Network With Sparse Prior Constraints for Unsupervised Hyperspectral Image Quality Improvement. - Feiwang Yuan; Yong Chen 013; Wei He 003; Jinshan Zeng (IEEE Trans. Geosci. Remote. Sens., 2025)

MP-HSIR: A Multi-Prompt Framework for Universal Hyperspectral Image Restoration. - Zhehui Wu; Yong Chen 013; Naoto Yokoya; Wei He 003 (CoRR, 2025)