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ORCIDWei He 0003
Person information
- affiliation: RIKEN Center for Advanced Intelligence Project, Tokyo, Japan
- affiliation (PhD): Wuhan University, State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, China
Other persons with the same name
- Wei He (aka: He Wei) — disambiguation page
- Wei He 0001
![[0000-0002-8944-9861]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-8944-9861")
— University of Science and Technology Beijing, School of Automation and Electrical Engineering, China (and 2 more) - Wei He 0002 — University of Waterloo, Department of Electrical and Computer Engineering, ON, Canada
- Wei He 0004 — Chinese University of Hong Kong, Department of Economics, Hong Kong
- Wei He 0005 — Macquarie University, Department of Cognitive Science, Sydney, NSW, Australia
- Wei He 0006 — Hong Kong Polytechnic University, Faculty of Business, Department of Management and Marketing, Hong Kong
- Wei He 0007 — Guang Dong University of Technology, School of Information Engineering, Guangzhou, China (and 1 more)
- Wei He 0008 — Harbin University of Science and Technology, Harbin University of Science and Technology, China
- Wei He 0009 — Chinese Academy of Sciences, Shanghai Institute of Microsystem of Information Technology, China
- Wei He 0010 — Huaihua College, College of Music and Dancing, China (and 2 more)
- Wei He 0011 — Hefei University of Technology, School of Electrical Engineering and Automation, China
- Wei He 0012 — University of Maryland, College Park, MD, USA
- Wei He 0013 — Chongqing University, Chongqing, China
- Wei He 0014 — Baidu Inc., Beijing, China (and 1 more)
- Wei He 0015 — China Telecom BestPay Coompany Ltd., Shanghai, China (and 1 more)
- Wei He 0016 — Changchun University of Science and Technology, China
- Wei He 0017 — Guangxi Normal University, Guilin, China
- Wei (Joy) He (aka: Wei He 0018) — Texas Tech University, Rawls College of Business, Lubbock, TX, USA (and 2 more)
- Wei He 0019 — Nanjing University of Information Science and Technology, School of Automation, China
- Wei He 0020 — Shandong University, Joint SDU-NTU Centre for Artificial Intelligence Research, C-FAIR, Software School, China
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2020 – today
- 2024
[j42]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: 1-13 (2024)- [j41]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: 1-13 (2024) - [j40]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: 1-19 (2024) - [j39]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: 926-941 (2024) - [i15]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 abs/2403.02746 (2024) - 2023
- [j38]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: 1-5 (2023) - [j37]Wei He, Tatsumi Uezato, Naoto Yokoya:
Interpretable Deep Attention Prior for Image Restoration and Enhancement. IEEE Trans. Computational Imaging 9: 185-196 (2023) - [j36]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): 37-51 (2023) - [j35]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: 1-16 (2023) - [j34]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: 1-13 (2023) - [j33]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: 1-19 (2023) - [j32]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: 1-13 (2023) - [c17]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: 5190-5193 - [c16]Jiaqi Zou, Zhuohong Li, Fangxiao Lu, Wei He, Hongyan Zhang:
Multimodal Unsupervised Domain Adaptation for Remote Sensing Image Segmentation. WHISPERS 2023: 1-5 - [i14]Zhuohong Li, Wei He, Hongyan Zhang:
National-scale 1-m resolution land-cover mapping for the entire China based on a low-cost solution and open-access data. CoRR abs/2303.05305 (2023) - [i13]Wei He, Jiepan Li, Weinan Cao, Liangpei Zhang, Hongyan Zhang:
Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network. CoRR abs/2307.12309 (2023) - [i12]Jiepan Li, Fangxiao Lu, Nan Xue, Zhuohong Li, Hongyan Zhang, Wei He:
Cross-level Attention with Overlapped Windows for Camouflaged Object Detection. CoRR abs/2311.16618 (2023) - 2022
- [j31]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): 2089-2107 (2022) - [j30]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): 6602-6609 (2022) - [j29]Wei He, Yong Chen, Naoto Yokoya, Chao Li, Qibin Zhao:
Hyperspectral super-resolution via coupled tensor ring factorization. Pattern Recognit. 122: 108280 (2022) - [j28]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: 5222-5233 (2022) - [j27]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: 1-19 (2022) - [j26]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: 1-16 (2022) - [j25]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: 1-18 (2022) - [j24]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: 1-17 (2022) - [j23]Huilin Xu, Wei He, Liangpei Zhang, Hongyan Zhang:
Unsupervised Spectral-Spatial Semantic Feature Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j22]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: 1-15 (2022) - [j21]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: 1-19 (2022) - [j20]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: 1-15 (2022) - [j19]Jiaqi Zou, Wei He, Hongyan Zhang:
LESSFormer: Local-Enhanced Spectral-Spatial Transformer for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [c15]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: 19-37 - [c14]Weinan Cao, Hongyan Zhang, Wei He, Hongyu Chen, Ewe Hong Tat:
Autoencoder in Autoencoder Network Based on Low-Rank Embedding for Anomaly Detection in Hyperspectral Images. IGARSS 2022: 3263-3266 - [c13]Weinan Cao, Hongyan Zhang, Wei He, Hongyu Chen, Ewe Hong Tat:
MSBRNet: Multi-Scale Background Reconstruction Network with Low-Rank Embedding for Anomaly Detection in Hyperspectral Images. IGARSS 2022: 3720-3723 - [i11]Jiepan Li, Wei He, Hongyan Zhang:
Towards Complex Backgrounds: A Unified Difference-Aware Decoder for Binary Segmentation. CoRR abs/2210.15156 (2022) - 2021
- [j18]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: 7170-7183 (2021) - [c12]Ziqiao Wang, Hongyan Zhang, Wei He, Liangpei Zhang:
Phenology Alignment Network: A Novel Framework for Cross-Regional Time Series Crop Classification. CVPR Workshops 2021: 2940-2949 - [i10]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 abs/2103.01449 (2021) - 2020
- [j17]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): 3556-3570 (2020) - [j16]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): 1348-1362 (2020) - [j15]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): 3071-3084 (2020) - [j14]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): 7942-7954 (2020) - [j13]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): 8450-8464 (2020) - [j12]Tatsumi Uezato, Naoto Yokoya, Wei He:
Illumination Invariant Hyperspectral Image Unmixing Based on a Digital Surface Model. IEEE Trans. Image Process. 29: 3652-3664 (2020) - [j11]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: 6813-6828 (2020) - [c11]Tatsumi Uezato, Danfeng Hong, Naoto Yokoya, Wei He:
Guided Deep Decoder: Unsupervised Image Pair Fusion. ECCV (6) 2020: 87-102 - [i9]Wei He, Yong Chen, Naoto Yokoya, Chao Li, Qibin Zhao:
Hyperspectral Super-Resolution via Coupled Tensor Ring Factorization. CoRR abs/2001.01547 (2020) - [i8]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 abs/2006.05180 (2020) - [i7]Tatsumi Uezato, Danfeng Hong, Naoto Yokoya, Wei He:
Guided Deep Decoder: Unsupervised Image Pair Fusion. CoRR abs/2007.11766 (2020) - [i6]Tatsumi Uezato, Naoto Yokoya, Wei He:
Illumination invariant hyperspectral image unmixing based on a digital surface model. CoRR abs/2007.11770 (2020) - [i5]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 abs/2010.12921 (2020) - [i4]Linxi Huan, Xianwei Zheng, Nan Xue, Wei He, Jianya Gong, Gui-Song Xia:
Unmixing Convolutional Features for Crisp Edge Detection. CoRR abs/2011.09808 (2020) - [i3]Wei He, Naoto Yokoya, Xin Yuan:
Fast Hyperspectral Image Recovery via Non-iterative Fusion of Dual-Camera Compressive Hyperspectral Imaging. CoRR abs/2012.15104 (2020)
2010 – 2019
- 2019
- [j10]Huilin Xu, Hongyan Zhang, Wei He, Liangpei Zhang:
Superpixel-based spatial-spectral dimension reduction for hyperspectral imagery classification. Neurocomputing 360: 138-150 (2019) - [j9]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): 8998-9009 (2019) - [c10]Wei He, Quanming Yao, Chao Li, Naoto Yokoya, Qibin Zhao:
Non-Local Meets Global: An Integrated Paradigm for Hyperspectral Denoising. CVPR 2019: 6868-6877 - [c9]Chao Li, Wei He, Longhao Yuan, Zhun Sun, Qibin Zhao:
Guaranteed Matrix Completion Under Multiple Linear Transformations. CVPR 2019: 11136-11145 - [c8]Wei He, Longhao Yuan, Naoto Yokoya:
Total-variation-regularized Tensor Ring Completion for Remote Sensing Image Reconstruction. ICASSP 2019: 8603-8607 - [c7]Yong Chen, Wei He, Naoto Yokoya, Ting-Zhu Huang:
Weighted Group Sparsity Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Restoration. IGARSS 2019: 234-237 - [c6]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: 1970-1973 - [c5]Gerald Baier, Wei He, Bruno Adriano, Junshi Xia, Naoto Yokoya:
Robust Nonlocal Low-Rank Sar Stack Despeckling With Application To Change Detection. IGARSS 2019: 5205-5208 - 2018
- [j8]Wei He, Naoto Yokoya:
Multi-Temporal Sentinel-1 and -2 Data Fusion for Optical Image Simulation. ISPRS Int. J. Geo Inf. 7(10): 389 (2018) - [j7]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): 713-729 (2018) - [c4]Huilin Xu, Hongyan Zhang, Wei He, Liangpei Zhang:
Superpixel Based Dimension Reduction for Hyperspectral Imagery. IGARSS 2018: 2575-2578 - [i2]Wei He, Naoto Yokoya:
Multi-temporal Sentinel-1 and -2 Data Fusion for Optical Image Simulation. CoRR abs/1807.09954 (2018) - [i1]Wei He, Quanming Yao, Chao Li, Naoto Yokoya, Qibin Zhao:
Non-local Meets Global: An Integrated Paradigm for Hyperspectral Denoising. CoRR abs/1812.04243 (2018) - 2017
- [j6]Wei He, Hongyan Zhang, Liangpei Zhang:
Total Variation Regularized Reweighted Sparse Nonnegative Matrix Factorization for Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 55(7): 3909-3921 (2017) - 2016
- [j5]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): 686-690 (2016) - [j4]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): 4267-4279 (2016) - [j3]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): 178-188 (2016) - [c3]Wei He, Hongyan Zhang, Liangpei Zhang:
Hyperspectral unmixing using total variation regularized reweighted sparse non-negative matrix factorization. IGARSS 2016: 7034-7037 - [c2]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: 1-5 - 2015
- [j2]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): 3050-3061 (2015) - 2014
- [j1]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): 4729-4743 (2014) - [c1]Wei He, Hongyan Zhang, Liangpei Zhang, Huanfeng Shen:
A noise-adjusted iterative randomized singular value decomposition method for hyperspectral image denoising. IGARSS 2014: 1536-1539
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