Wei He

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 79

Top Topics

Image Denoising

Matrix Factorization

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Renwei Dian, Tianci Shan, Wei He, Haibo Liu
Spectral Super-Resolution via Model-Guided Cross-Fusion Network. IEEE Trans. Neural Networks Learn. Syst. 35 (7) (2024)
Dongyi Li, Dong Chu, Xiaobin Guan, Wei He, Huanfeng Shen
Adaptive Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Denoising and Destriping. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yong Chen, Maolin Chen, Wei He, Jinshan Zeng, Min Huang, Yu-Bang Zheng
Thick Cloud Removal in Multitemporal Remote Sensing Images via Low-Rank Regularized Self-Supervised Network. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
He Huang, Wei He, Hongyan Zhang, Yu Xia, Liangpei Zhang
STFDiff: Remote sensing image spatiotemporal fusion with diffusion models. Inf. Fusion 111 (2024)
Guoying Yin, Wei He, Xiangyu Liu, Yu Xia, Hongyan Zhang
Wetting or greening? Probing the global trends in Vegetation Condition Index (VCI). Int. J. Appl. Earth Obs. Geoinformation 129 (2024)
Yuheng Liu, Ye Wang, Yifan Zhang, Shaohui Mei, Jiaqi Zou, Zhuohong Li, Fangxiao Lu, Wei He, Hongyan Zhang, Huilin Zhao, Chuan Chen, Cong Xia, Hao Li, Gemine Vivone, Ronny Hänsch, Gülsen Taskin Kaya, Jing Yao, A. Kai Qin, Bing Zhang, Jocelyn Chanussot, Danfeng Hong
Cross-City Semantic Segmentation (C2Seg) in Multimodal Remote Sensing: Outcome of the 2023 IEEE WHISPERS C2Seg Challenge. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Wei He, Zongliang Wu, Naoto Yokoya, Xin Yuan
An interpretable and flexible fusion prior to boost hyperspectral imaging reconstruction. Inf. Fusion 111 (2024)
Yong Chen, Wenzhen Lai, Wei He, Xi-Le Zhao, Jinshan Zeng
Hyperspectral Compressive Snapshot Reconstruction via Coupled Low-Rank Subspace Representation and Self-Supervised Deep Network. IEEE Trans. Image Process. 33 (2024)
Yang Zhou, Yong Chen, Jinshan Zeng, Wei He, Min Huang
Unidirectional Spatial and Spectral Smoothed Tensor Ring Decomposition for Hyperspectral Image Denoising and Destriping. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Zhuohong Li, Wei He, Jiepan Li, Hongyan Zhang
Identifying every building's function in large-scale urban areas with multi-modality remote-sensing data. CoRR (2024)
Jiepan Li, Wei He, Weinan Cao, Liangpei Zhang, Hongyan Zhang
UANet: An Uncertainty-Aware Network for Building Extraction From Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Zhuohong Li, Wei He, Jiepan Li, Fangxiao Lu, Hongyan Zhang
Learning without Exact Guidance: Updating Large-scale High-resolution Land Cover Maps from Low-resolution Historical Labels. CoRR (2024)
Yu Xia, Wei He, Qi Huang, Guoying Yin, Wenbin Liu, Hongyan Zhang
CRformer: Multi-modal data fusion to reconstruct cloud-free optical imagery. Int. J. Appl. Earth Obs. Geoinformation 128 (2024)
Wei He, Mengyuan Wang, Yong Chen, Hongyan Zhang
An Unsupervised Dehazing Network With Hybrid Prior Constraints for Hyperspectral Image. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yu Xia, Wei He, Qi Huang, Hongyu Chen, He Huang, Hongyan Zhang
SOSSF: Landsat-8 Image Synthesis on the Blending of Sentinel-1 and MODIS Data. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Jiaxing Sun, Wei He, Hongyan Zhang
G2LDIE: Global-to-Local Dynamic Information Enhancement Framework for Weakly Supervised Building Extraction From Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Jiaqi Zou, Zhuohong Li, Fangxiao Lu, Wei He, Hongyan Zhang
Multimodal Unsupervised Domain Adaptation for Remote Sensing Image Segmentation. WHISPERS (2023)
Wei He, Jiepan Li, Weinan Cao, Liangpei Zhang, Hongyan Zhang
Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network. CoRR (2023)
Xinyi Xu, Wei He, Yu Xia, Hongyan Zhang
A New Cloud Feature Difference Loss For Enhancing The Detection Of Clouds In Remote Sensing Images. IGARSS (2023)
Lei Hu, Wei He, Liangpei Zhang, Hongyan Zhang
Cross-Domain Meta-Learning Under Dual-Adjustment Mode for Few-Shot Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Mengyuan Wang, Wei He, Hongyan Zhang
A Spatial-Spectral Transformer Network With Total Variation Loss for Hyperspectral Image Denoising. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Xueyao Xiao, Wei Zhang, Yi Chang, Shuning Cao, Wei He, Houzhang Fang, Luxin Yan
Content-Aware Subspace Low-Rank Tensor Recovery for Hyperspectral Image Restoration. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Wei He, Tatsumi Uezato, Naoto Yokoya
Interpretable Deep Attention Prior for Image Restoration and Enhancement. IEEE Trans. Computational Imaging 9 (2023)
Yuting Wan, Ailong Ma, Wei He, Yanfei Zhong
Accurate Multiobjective Low-Rank and Sparse Model for Hyperspectral Image Denoising Method. IEEE Trans. Evol. Comput. 27 (1) (2023)
Jiepan Li, Fangxiao Lu, Nan Xue, Zhuohong Li, Hongyan Zhang, Wei He
Cross-level Attention with Overlapped Windows for Camouflaged Object Detection. CoRR (2023)
Yuyan Liu, Wei He, Hongyan Zhang
GLoCNet: Robust Feature Matching With Global-Local Consistency Network for Remote Sensing Image Registration. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Hao Zhang, Ting-Zhu Huang, Xi-Le Zhao, Wei He, Jae Kyu Choi, Yu-Bang Zheng
Hyperspectral Image Denoising: Reconciling Sparse and Low-Tensor-Ring-Rank Priors in the Transformed Domain. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Hongyan Zhang, Jingyi Cai, Wei He, Huanfeng Shen, Liangpei Zhang
Double Low-Rank Matrix Decomposition for Hyperspectral Image Denoising and Destriping. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yong Chen, Ting-Zhu Huang, Wei He, Xi-Le Zhao, Hongyan Zhang, Jinshan Zeng
Hyperspectral Image Denoising Using Factor Group Sparsity-Regularized Nonconvex Low-Rank Approximation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jiaqi Zou, Wei He, Hongyan Zhang
LESSFormer: Local-Enhanced Spectral-Spatial Transformer for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jingyi Cai, Wei He, Hongyan Zhang
Anisotropic Spatial-Spectral Total Variation Regularized Double Low-Rank Approximation for HSI Denoising and Destriping. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Wei He, Yong Chen, Naoto Yokoya, Chao Li, Qibin Zhao
Hyperspectral super-resolution via coupled tensor ring factorization. Pattern Recognit. 122 (2022)
Yong Chen, Wei He, Xi-Le Zhao, Ting-Zhu Huang, Jinshan Zeng, Hui Lin
Exploring Nonlocal Group Sparsity Under Transform Learning for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yong Chen, Jinshan Zeng, Wei He, Xi-Le Zhao, Ting-Zhu Huang
Hyperspectral and Multispectral Image Fusion Using Factor Smoothed Tensor Ring Decomposition. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Huilin Xu, Wei He, Liangpei Zhang, Hongyan Zhang
Unsupervised Spectral-Spatial Semantic Feature Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Wei He, Quanming Yao, Chao Li, Naoto Yokoya, Qibin Zhao, Hongyan Zhang, Liangpei Zhang
Non-Local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration. IEEE Trans. Pattern Anal. Mach. Intell. 44 (4) (2022)
Naoto Yokoya, Kazuki Yamanoi, Wei He, Gerald Baier, Bruno Adriano, Hiroyuki Miura, Satoru Oishi
Breaking Limits of Remote Sensing by Deep Learning From Simulated Data for Flood and Debris-Flow Mapping. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xianwei Zheng, Xiujie Wu, Linxi Huan, Wei He, Hongyan Zhang
A Gather-to-Guide Network for Remote Sensing Semantic Segmentation of RGB and Auxiliary Image. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Linxi Huan, Nan Xue, Xianwei Zheng, Wei He, Jianya Gong, Gui-Song Xia
Unmixing Convolutional Features for Crisp Edge Detection. IEEE Trans. Pattern Anal. Mach. Intell. 44 (10) (2022)
Wei He, Quanming Yao, Naoto Yokoya, Tatsumi Uezato, Hongyan Zhang, Liangpei Zhang
Spectrum-Aware and Transferable Architecture Search for Hyperspectral Image Restoration. ECCV (19) (2022)
Hongyan Zhang, Fangfang Xiao, Wei He, Zhaoyang Chai, Hong-Tat Ewe
Multiyear Automated Mapping and Price Analysis of Garlic in Main Planting Areas of China Using Time-Series Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Danfeng Hong, Wei He, Naoto Yokoya, Jing Yao, Lianru Gao, Liangpei Zhang, Jocelyn Chanussot, Xiao Xiang Zhu
Interpretable Hyperspectral AI: When Non-Convex Modeling meets Hyperspectral Remote Sensing. CoRR (2021)
Ziqiao Wang, Hongyan Zhang, Wei He, Liangpei Zhang
Phenology Alignment Network: A Novel Framework for Cross-Regional Time Series Crop Classification. CVPR Workshops (2021)
Wei He, Naoto Yokoya, Xin Yuan
Fast Hyperspectral Image Recovery of Dual-Camera Compressive Hyperspectral Imaging via Non-Iterative Subspace-Based Fusion. IEEE Trans. Image Process. 30 (2021)
Yu-Bang Zheng, Ting-Zhu Huang, Xi-Le Zhao, Yong Chen, Wei He
Double-Factor-Regularized Low-Rank Tensor Factorization for Mixed Noise Removal in Hyperspectral Image. IEEE Trans. Geosci. Remote. Sens. 58 (12) (2020)
Yong Chen, Wei He, Naoto Yokoya, Ting-Zhu Huang
Hyperspectral Image Restoration Using Weighted Group Sparsity-Regularized Low-Rank Tensor Decomposition. IEEE Trans. Cybern. 50 (8) (2020)
Tatsumi Uezato, Danfeng Hong, Naoto Yokoya, Wei He
Guided Deep Decoder: Unsupervised Image Pair Fusion. ECCV (6) (2020)
Wei He, Quanming Yao, Chao Li, Naoto Yokoya, Qibin Zhao, Hongyan Zhang, Liangpei Zhang
Non-local Meets Global: An Iterative Paradigm for Hyperspectral Image Restoration. CoRR (2020)
Wei He, Naoto Yokoya, Xin Yuan
Fast Hyperspectral Image Recovery via Non-iterative Fusion of Dual-Camera Compressive Hyperspectral Imaging. CoRR (2020)
Tatsumi Uezato, Naoto Yokoya, Wei He
Illumination invariant hyperspectral image unmixing based on a digital surface model. CoRR (2020)
Yong Chen, Wei He, Naoto Yokoya, Ting-Zhu Huang, Xi-Le Zhao
Nonlocal Tensor-Ring Decomposition for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. 58 (2) (2020)
Tatsumi Uezato, Naoto Yokoya, Wei He
Illumination Invariant Hyperspectral Image Unmixing Based on a Digital Surface Model. IEEE Trans. Image Process. 29 (2020)
Linxi Huan, Xianwei Zheng, Nan Xue, Wei He, Jianya Gong, Gui-Song Xia
Unmixing Convolutional Features for Crisp Edge Detection. CoRR (2020)
Wei He, Yong Chen, Naoto Yokoya, Chao Li, Qibin Zhao
Hyperspectral Super-Resolution via Coupled Tensor Ring Factorization. CoRR (2020)
Hongyan Zhang, Lu Liu, Wei He, Liangpei Zhang
Hyperspectral Image Denoising With Total Variation Regularization and Nonlocal Low-Rank Tensor Decomposition. IEEE Trans. Geosci. Remote. Sens. 58 (5) (2020)
Gerald Baier, Wei He, Naoto Yokoya
Robust Nonlocal Low-Rank SAR Time Series Despeckling Considering Speckle Correlation by Total Variation Regularization. IEEE Trans. Geosci. Remote. Sens. 58 (11) (2020)
Yong Chen, Ting-Zhu Huang, Wei He, Naoto Yokoya, Xi-Le Zhao
Hyperspectral Image Compressive Sensing Reconstruction Using Subspace-Based Nonlocal Tensor Ring Decomposition. IEEE Trans. Image Process. 29 (2020)
Naoto Yokoya, Kazuki Yamanoi, Wei He, Gerald Baier, Bruno Adriano, Hiroyuki Miura, Satoru Oishi
Breaking the Limits of Remote Sensing by Simulation and Deep Learning for Flood and Debris Flow Mapping. CoRR (2020)
Tatsumi Uezato, Danfeng Hong, Naoto Yokoya, Wei He
Guided Deep Decoder: Unsupervised Image Pair Fusion. CoRR (2020)
Huilin Xu, Hongyan Zhang, Wei He, Liangpei Zhang
Superpixel-based spatial-spectral dimension reduction for hyperspectral imagery classification. Neurocomputing 360 (2019)
Chao Li, Wei He, Longhao Yuan, Zhun Sun, Qibin Zhao
Guaranteed Matrix Completion Under Multiple Linear Transformations. CVPR (2019)
Wei He, Longhao Yuan, Naoto Yokoya
Total-variation-regularized Tensor Ring Completion for Remote Sensing Image Reconstruction. ICASSP (2019)
Gerald Baier, Wei He, Bruno Adriano, Junshi Xia, Naoto Yokoya
Robust Nonlocal Low-Rank Sar Stack Despeckling With Application To Change Detection. IGARSS (2019)
Wei He, Naoto Yokoya, Longhao Yuan, Qibin Zhao
Remote Sensing Image Reconstruction Using Tensor Ring Completion and Total Variation. IEEE Trans. Geosci. Remote. Sens. 57 (11) (2019)
Yong Chen, Wei He, Naoto Yokoya, Ting-Zhu Huang
Weighted Group Sparsity Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Restoration. IGARSS (2019)
Wei He, Quanming Yao, Chao Li, Naoto Yokoya, Qibin Zhao
Non-Local Meets Global: An Integrated Paradigm for Hyperspectral Denoising. CVPR (2019)
Yong Chen, Wei He, Naoto Yokoya, Ting-Zhu Huang
Total Variation Regularized Low-Rank Sparsity Decomposition for Blind Cloud and Cloud Shadow Removal from Multitemporal Imagery. IGARSS (2019)
Wei He, Quanming Yao, Chao Li, Naoto Yokoya, Qibin Zhao
Non-local Meets Global: An Integrated Paradigm for Hyperspectral Denoising. CoRR (2018)
Huilin Xu, Hongyan Zhang, Wei He, Liangpei Zhang
Superpixel Based Dimension Reduction for Hyperspectral Imagery. IGARSS (2018)
Wei He, Naoto Yokoya
Multi-Temporal Sentinel-1 and -2 Data Fusion for Optical Image Simulation. ISPRS Int. J. Geo Inf. 7 (10) (2018)
Wei He, Hongyan Zhang, Huanfeng Shen, Liangpei Zhang
Hyperspectral Image Denoising Using Local Low-Rank Matrix Recovery and Global Spatial-Spectral Total Variation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (3) (2018)
Wei He, Naoto Yokoya
Multi-temporal Sentinel-1 and -2 Data Fusion for Optical Image Simulation. CoRR (2018)
Wei He, Hongyan Zhang, Liangpei Zhang
Total Variation Regularized Reweighted Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 55 (7) (2017)
Wei He, Hongyan Zhang, Liangpei Zhang, Wilfried Philips, Wenzhi Liao
Weighted Sparse Graph Based Dimensionality Reduction for Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 13 (5) (2016)
Wei He, Hongyan Zhang, Liangpei Zhang
Sparsity-Regularized Robust Non-Negative Matrix Factorization for Hyperspectral Unmixing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (9) (2016)
Wei He, Hongyan Zhang, Liangpei Zhang
Hyperspectral unmixing using total variation regularized reweighted sparse non-negative matrix factorization. IGARSS (2016)
Wei He, Hongyan Zhang, Liangpei Zhang, Huanfeng Shen
Total-Variation-Regularized Low-Rank Matrix Factorization for Hyperspectral Image Restoration. IEEE Trans. Geosci. Remote. Sens. 54 (1) (2016)
Hongyan Zhang, Wei He, Wenzhi Liao, Renbo Luo, Liangpei Zhang, Aleksandra Pizurica
Exploiting the low-rank property of hyperspectral imagery: A technical overview. WHISPERS (2016)
Wei He, Hongyan Zhang, Liangpei Zhang, Huanfeng Shen
Hyperspectral Image Denoising via Noise-Adjusted Iterative Low-Rank Matrix Approximation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (6) (2015)
Hongyan Zhang, Wei He, Liangpei Zhang, Huanfeng Shen, Qiangqiang Yuan
Hyperspectral Image Restoration Using Low-Rank Matrix Recovery. IEEE Trans. Geosci. Remote. Sens. 52 (8) (2014)
Wei He, Hongyan Zhang, Liangpei Zhang, Huanfeng Shen
A noise-adjusted iterative randomized singular value decomposition method for hyperspectral image denoising. IGARSS (2014)