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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 (and 1 more)
- 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 — University of Sheffield, Department of Computer Science, Sheffield, UK (and 2 more)
- 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
- Wei He 0021 — Hunan Institute of Science and Technology, School of Information Science and Engineering, China (and 2 more)
- Wei He 0022 — Xinyang Normal University, Department of Computer Science and Technology, China (and 1 more)
- Wei He 0023 — Nanjing University, International Institute for Earth System Science, China (and 1 more)
- Wei He 0024 — Fudan University, School of Computer Science, Fudan NLP Group, Shanghai, China
- Wei He 0025 (aka: He Wei 0025) — Nanyang Technological University, NTU, School of Computer Science and Engineering, HESL,Singapore
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Journal Articles
- 2025
[j69]Jiaqi Zou, Wei He, Haifeng Wang, Hongyan Zhang:
SAM-CTMapper: Utilizing segment anything model and scale-aware mixed CNN-Transformer facilitates coastal wetland hyperspectral image classification. Int. J. Appl. Earth Obs. Geoinformation 139: 104469 (2025)- [j68]Man Liu, Wei He, Hongyan Zhang:
Cross-regional sample generation based on Cropland Data Layer for large-scale winter wheat mapping: A case study of Huang-Huai-Hai Plain, China. Int. J. Appl. Earth Obs. Geoinformation 142: 104764 (2025) - [j67]Yida Wei, Sikang Liu, Tianxiang Zhang, Zixuan Huang, Wei He, You Li:
Human Tide, Clear Sight: Semantically Enhanced Visual Localization in High-Crowd Scenarios. IEEE Internet Things J. 12(20): 42443-42455 (2025) - [j66]Jiepan Li, He Huang, Yu Xia, Xian Xu, Yingxin Wu, Qi Guo, Yinhe Liu, Yanfei Zhong, Jeongho Min, Sungbin Son, Hyeonjin Kim, Jaejun Yoo, Gemine Vivone, Chenyu Li, Wei He, Renwei Dian, Hao Liu, Haipeng Wang, Kan Wei, A. Kai Qin, Naoto Yokoya, Shutao Li, Jocelyn Chanussot, Danfeng Hong:
Multimodal Semantic Segmentation in Yangtze River Economic Belt: Outcome of the 2024 IEEE WHISPERS MMSeg-YREB Challenge. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 16534-16548 (2025) - [j65]Wei He, Ruoyao Xue, Fangxiao Lu, Jinjun Xu, Hongyan Zhang:
KDGraph: A Keypoint Detection Method for Road Graph Extraction From Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 63: 1-14 (2025) - [j64]Yujie Lei, Jie Zhang, Wenjie Sun, Wei He, Jiasong Zhu, Qingquan Li:
MGNet: A Remote Sensing Oriented Object Detector Based on Multicascaded Feature Selection and Geometric Constraints. IEEE Trans. Geosci. Remote. Sens. 63: 1-13 (2025) - [j63]Jiepan Li, Yipan Wei, Tiangao Wei, Wei He:
A Comprehensive Deep-Learning Framework for Fine-Grained Farmland Mapping From High-Resolution Images. IEEE Trans. Geosci. Remote. Sens. 63: 1-15 (2025) - [j62]Yeqi Xu, Yong Chen, Maolin Chen, Wei He, Min Huang, Jinshan Zeng:
Fusing Global Structural and Local Deep Features for Thick Cloud Removal in Multitemporal Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 63: 1-15 (2025) - [j61]Xinyi Xu, Wei He, Yu Xia, Hongyan Zhang, Yuwei Wu, Zhen Jiang, Ting Hu:
TANet: Thin Cloud-Aware Network for Cloud Detection in Optical Remote Sensing Image. IEEE Trans. Geosci. Remote. Sens. 63: 1-16 (2025) - [j60]Feiwang Yuan, Yong Chen, Wei He, Jinshan Zeng:
Feature Fusion-Guided Network With Sparse Prior Constraints for Unsupervised Hyperspectral Image Quality Improvement. IEEE Trans. Geosci. Remote. Sens. 63: 1-12 (2025) - 2024
- [j59]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: 103793 (2024) - [j58]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: 103822 (2024) - [j57]He Huang, Wei He, Hongyan Zhang, Yu Xia, Liangpei Zhang:
STFDiff: Remote sensing image spatiotemporal fusion with diffusion models. Inf. Fusion 111: 102505 (2024) - [j56]Wei He, Zongliang Wu, Naoto Yokoya, Xin Yuan:
An interpretable and flexible fusion prior to boost hyperspectral imaging reconstruction. Inf. Fusion 111: 102528 (2024) - [j55]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: 1-5 (2024) - [j54]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: 8851-8862 (2024) - [j53]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) - [j52]Xiao An, Wei He, Jiaqi Zou, Guangyi Yang, Hongyan Zhang:
Pretrain a Remote Sensing Foundation Model by Promoting Intra-Instance Similarity. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j51]Yong Chen, Jinshan Zeng, Wei He, Xi-Le Zhao, Tai-Xiang Jiang, Qing Huang:
Fast Large-Scale Hyperspectral Image Denoising via Noniterative Low-Rank Subspace Representation. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j50]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: 1-15 (2024) - [j49]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: 1-17 (2024) - [j48]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) - [j47]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: 1-14 (2024) - [j46]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) - [j45]Jiaqi Zou, Wei He, Hongyan Zhang:
PSFormer: Pyramid Superpixel Transformer for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j44]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) - [j43]Yuyan Liu, Wei He, Hongyan Zhang:
GRiD: Guided Refinement for Detector-Free Multimodal Image Matching. IEEE Trans. Image Process. 33: 5892-5906 (2024) - [j42]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): 10059-10070 (2024) - [j41]Yong Chen, Xinfeng Gui, Jinshan Zeng, Xi-Le Zhao, Wei He:
Combining Low-Rank and Deep Plug-and-Play Priors for Snapshot Compressive Imaging. IEEE Trans. Neural Networks Learn. Syst. 35(11): 16396-16408 (2024) - 2023
- [j40]Xiaobin Xu, Wei He, Hongyan Zhang:
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. Int. J. Appl. Earth Obs. Geoinformation 125: 103603 (2023) - [j39]Xiangyu Liu, Wei He, Hongyan Zhang:
Cross-region plastic greenhouse segmentation and counting using the style transfer and dual-task networks. Comput. Electron. Agric. 207: 107766 (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) - 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) - 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) - 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) - 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) - 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) - 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) - 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)
Conference and Workshop Papers
- 2025
- [c24]Jiahuan Li, Xiaoyu Dong, Wei He, Naoto Yokoya:
Wavelength- and Depth-Aware Deep Image Prior for Blind Hyperspectral Imagery Deblurring with Coarse Depth Guidance. WACV 2025: 3162-3171 - 2024
- [c23]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. CVPR 2024: 27717-27727 - [c22]Zhuohong Li, Wei He, Jiepan Li, Hongyan Zhang:
Identifying Every Building's Function in Large-Scale Urban areas with Multi-Modality Remote-Sensing Data. IGARSS 2024: 310-314 - [c21]He Huang, Jiepan Li, Wei He, Hongyan Zhang, Liangpei Zhang:
Overcoming the Uncertainty Challenges in Flood Rapid Mapping with SAR Data. IGARSS 2024: 767-771 - [c20]Jiepan Li, He Huang, Wei He, Hongyan Zhang, Liangpei Zhang:
Overcoming the Uncertainty Challenges in Flood Rapid Mapping with Multi-Source Optical Data. IGARSS 2024: 780-784 - [c19]Lei Hu, Wei He, Hongyan Zhang:
Cross Modal Few Shot Learning for Tree Species Classification Using Airborne Hyperspectral Images. IGARSS 2024: 4490-4494 - [c18]Yuyan Liu, Wei He, Hongyan Zhang, Mbulisi Sibanda, Elhadi Adam:
Detector-Free Multimodal Image Matching. IGARSS 2024: 8369-8373 - 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 - 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 - 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 - 2020
- [c11]Tatsumi Uezato, Danfeng Hong, Naoto Yokoya, Wei He:
Guided Deep Decoder: Unsupervised Image Pair Fusion. ECCV (6) 2020: 87-102 - 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
- [c4]Huilin Xu, Hongyan Zhang, Wei He, Liangpei Zhang:
Superpixel Based Dimension Reduction for Hyperspectral Imagery. IGARSS 2018: 2575-2578 - 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 - 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
Data and Artifacts
- 2023
- [d10]Zhuohong Li, Wei He, Mofan Cheng, Jingxin Hu, Xiao An, Yan Huang, Yuqing Wang, Guangyi Yang, Hongyan Zhang:
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). Version User guide V2.4. Zenodo, 2023 [all versions]
- [d9]Zhuohong Li, Wei He, Mofan Cheng, Jingxin Hu, Xiao An, Yan Huang, Guangyi Yang, Hongyan Zhang:
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). Version Southwest of China. Zenodo, 2023 [all versions] - [d8]Zhuohong Li, Wei He, Mofan Cheng, Jingxin Hu, Xiao An, Yan Huang, Guangyi Yang, Hongyan Zhang:
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). Version Northwest of China. Zenodo, 2023 [all versions] - [d7]Zhuohong Li, Wei He, Mofan Cheng, Jingxin Hu, Xiao An, Yan Huang, Guangyi Yang, Hongyan Zhang:
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). Version North of China. Zenodo, 2023 [all versions] - [d6]Zhuohong Li, Wei He, Mofan Cheng, Jingxin Hu, Xiao An, Yan Huang, Guangyi Yang, Hongyan Zhang:
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). Version South of China. Zenodo, 2023 [all versions] - [d5]Zhuohong Li, Wei He, Mofan Cheng, Jingxin Hu, Xiao An, Yan Huang, Guangyi Yang, Hongyan Zhang:
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). Version East of China. Zenodo, 2023 [all versions] - [d4]Zhuohong Li, Wei He, Mofan Cheng, Jingxin Hu, Xiao An, Yan Huang, Guangyi Yang, Hongyan Zhang:
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). Version Central of China. Zenodo, 2023 [all versions] - [d3]Zhuohong Li, Wei He, Mofan Cheng, Jingxin Hu, Xiao An, Yan Huang, Guangyi Yang, Hongyan Zhang:
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). Version Northeast of China. Zenodo, 2023 [all versions] - [d2]Zhuohong Li, Wei He, Mofan Cheng, Jingxin Hu, Xiao An, Yan Huang, Guangyi Yang, Hongyan Zhang:
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). Version Update data (August 4, 2023). Zenodo, 2023 [all versions] - [d1]Xiangyu Liu, Wei He, Wenbin Liu, Guoying Yin, Hongyan Zhang:
Landsat-based dataset for mapping annual center-pivot irrigated cropland in Brazil. Zenodo, 2023
Informal and Other Publications
- 2025
- [i16]Zhehui Wu, Yong Chen, Naoto Yokoya, Wei He:
MP-HSIR: A Multi-Prompt Framework for Universal Hyperspectral Image Restoration. CoRR abs/2503.09131 (2025) - 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) - [i14]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 abs/2405.05133 (2024) - 2023
- [i13]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) - [i12]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) - 2022
- [i11]Jiepan Li, Wei He, Hongyan Zhang:
Towards Complex Backgrounds: A Unified Difference-Aware Decoder for Binary Segmentation. CoRR abs/2210.15156 (2022) - 2021
- [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
- [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) - 2018
- [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)
Coauthor Index
[j69] [j68] [j65] [j61] [j59] [j58] [j57] [j54] [j52] [j50] [j48] [j47] [j46] [j45] [j43] [j40] [j39] [j38] [j35] [j34] [j31] [j28] [j27] [j26] [j23] [j21] [j20] [j19] [j15] [j10] [j7] [j6] [j5] [j4] [j3] [j2] [j1] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c4] [c3] [c2] [c1] [d10] [d9] [d8] [d7] [d6] [d5] [d4] [d3] [d2] [d1] [i15] [i14] [i13] [i12] [i11] [i5]
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