He Wei ホーウェイ

Researcher Number	10819387
Other IDs
Affiliation (based on the past Project Information) *help	2020: 国立研究開発法人理化学研究所, 革新知能統合研究センター, 研究員 2019: 国立研究開発法人理化学研究所, 革新知能統合研究センター, 特別研究員
Review Section/Research Field	Principal Investigator Basic Section 61010:Perceptual information processing-related
Keywords	Principal Investigator inpainting / flood area detection / dataset preparation / GAN generation / image restoration / image translation / multi-sensor / deep learning / disaster response

Generative Adversarial Networks Based Multi-Sensor Remote Sensing Image Translation for Disaster Damage MappingPrincipal Investigator
- Principal Investigator
  
  He Wei
- Project Period (FY)
  2019 – 2021
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 61010:Perceptual information processing-related
- Research Institution
  Institute of Physical and Chemical Research

All 2021 2020 2019

All Journal Article Presentation

[Journal Article] Interpretable Hyperspectral Artificial Intelligence: When nonconvex modeling meets hyperspectral remote sensing2021
- Author(s)
  Hong Danfeng、He Wei、Yokoya Naoto、Yao Jing、Gao Lianru、Zhang Liangpei、Chanussot Jocelyn、Zhu Xiaoxiang
- Journal Title
  
  IEEE Geoscience and Remote Sensing Magazine
  
  Volume: 1 Pages: 2-37
- DOI
  10.1109/mgrs.2021.3064051
- Data Source
  KAKENHI-PROJECT-19K20308
[Journal Article] Nonlocal Tensor-Ring Decomposition for Hyperspectral Image Denoising2020
- Author(s)
  Y. Chen, W. He, N. Yokoya, and T.-Z. Huang
- Journal Title
  
  IEEE Transactions on Geoscience and Remote Sensing
  
  Volume: 58 Pages: 1348-1362
- DOI
  10.1109/tgrs.2019.2946050
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K18067, KAKENHI-PROJECT-19K20308
[Journal Article] Breaking limits of remote sensing by deep learning from simulated data for flood and debris flow mapping2020
- Author(s)
  Yokoya Naoto、Yamanoi Kazuki、He Wei、Baier Gerald、Adriano Bruno、Miura Hiroyuki、Oishi Satoru
- Journal Title
  
  IEEE Transactions on Geoscience and Remote Sensing
  
  Volume: - Pages: 1-15
- DOI
  10.1109/tgrs.2020.3035469
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K15105, KAKENHI-PROJECT-19K20308, KAKENHI-PROJECT-19H02408, KAKENHI-PROJECT-18K18067
[Journal Article] Illumination Invariant Hyperspectral Image Unmixing Based on a Digital Surface Model2020
- Author(s)
  T. Uezato, N. Yokoya, and W. He
- Journal Title
  
  IEEE Transactions on Image Processing
  
  Volume: 29 Pages: 3652-3664
- DOI
  10.1109/tip.2020.2963961
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K18067, KAKENHI-PROJECT-19K20308, KAKENHI-PROJECT-20K19870
[Journal Article] Non-local meets global: An iterative paradigm for hyperspectral image restoration2020
- Author(s)
  He Wei、Yao Quanming、Li Chao、Yokoya Naoto、Zhao Qibin、Zhang Hongyan、Zhang Liangpei
- Journal Title
  
  IEEE Transactions on Pattern Analysis and Machine Intelligence
  
  Volume: 1 Pages: 1-1
- DOI
  10.1109/tpami.2020.3027563
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20308, KAKENHI-PROJECT-18K18067
[Journal Article] Hyperspectral Image Compressive Sensing Reconstruction Using Subspace-Based Nonlocal Tensor Ring Decomposition2020
- Author(s)
  Chen Yong、Huang Ting-Zhu、He Wei、Yokoya Naoto、Zhao Xi-Le
- Journal Title
  
  IEEE Transactions on Image Processing
  
  Volume: 29 Pages: 6813-6828
- DOI
  10.1109/tip.2020.2994411
- Data Source
  KAKENHI-PROJECT-19K20308
[Journal Article] Remote Sensing Image Reconstruction Using Tensor Ring Completion and Total Variation2019
- Author(s)
  W. He, N. Yokoya, L. Yuan, and Q. Zhao
- Journal Title
  
  IEEE Transactions on Geoscience and Remote Sensing
  
  Volume: 57 Pages: 8998-9009
- DOI
  10.1109/tgrs.2019.2924017
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K18067, KAKENHI-PROJECT-19K20308, KAKENHI-PROJECT-17K00326
[Journal Article] Blind cloud and cloud shadow removal of multitemporal images based on total variation regularized low-rank sparsity decomposition2019
- Author(s)
  Y. Chen, W. He, N. Yokoya, and T.-Z. Huang
- Journal Title
  
  ISPRS Journal of Photogrammetry and Remote Sensing
  
  Volume: 157 Pages: 93-107
- DOI
  10.1016/j.isprsjprs.2019.09.003
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K18067, KAKENHI-PROJECT-19K20308
[Journal Article] Hyperspectral Image Restoration Using Weighted Group Sparsity-Regularized Low-Rank Tensor Decomposition2019
- Author(s)
  Y. Chen, W. He, N. Yokoya, and T.-Z. Huang
- Journal Title
  
  IEEE Transactions on Cybernetics
  
  Volume: Early Access Pages: 1-13
- DOI
  10.1109/tcyb.2019.2936042
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K18067, KAKENHI-PROJECT-19K20308
[Presentation] Total-variation-regularized tensor ring completion for remote sensing image reconstruction2019
- Author(s)
  Wei He
- Organizer
  ICASSP
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20308
[Presentation] Non-Local Meets Global: An Integrated Paradigm for Hyperspectral Denoising2019
- Author(s)
  Wei He
- Organizer
  CVPR
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20308

1. 横矢直人

# of Collaborated Projects: 0 results

# of Collaborated Products: 7 results
2. ZHAO QIBIN

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
3. 山野井一輝

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
4. 三浦弘之

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
5. Adriano Bruno

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

He Wei ホー ウェイ

Research Projects

Research Products

Co-Researchers

Generative Adversarial Networks Based Multi-Sensor Remote Sensing Image Translation for Disaster Damage MappingPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Interpretable Hyperspectral Artificial Intelligence: When nonconvex modeling meets hyperspectral remote sensing2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Nonlocal Tensor-Ring Decomposition for Hyperspectral Image Denoising2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Breaking limits of remote sensing by deep learning from simulated data for flood and debris flow mapping2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Illumination Invariant Hyperspectral Image Unmixing Based on a Digital Surface Model2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Non-local meets global: An iterative paradigm for hyperspectral image restoration2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Hyperspectral Image Compressive Sensing Reconstruction Using Subspace-Based Nonlocal Tensor Ring Decomposition2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Remote Sensing Image Reconstruction Using Tensor Ring Completion and Total Variation2019

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Blind cloud and cloud shadow removal of multitemporal images based on total variation regularized low-rank sparsity decomposition2019

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Hyperspectral Image Restoration Using Weighted Group Sparsity-Regularized Low-Rank Tensor Decomposition2019

Author(s)

Journal Title

DOI

Data Source

[Presentation] Total-variation-regularized tensor ring completion for remote sensing image reconstruction2019

Author(s)

Organizer

Data Source

[Presentation] Non-Local Meets Global: An Integrated Paradigm for Hyperspectral Denoising2019

Author(s)

Organizer

Data Source

He Wei ホーウェイ