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Yokoya Naoto  横矢 直人

Researcher Number 40710728
Other IDs
  • ORCIDhttps://orcid.org/0000-0002-4318-4319
Affiliation (Current) 2025: 東京大学, 大学院新領域創成科学研究科, 教授
2025: 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, チームディレクター
Affiliation (based on the past Project Information) *help 2022 – 2025: 東京大学, 大学院新領域創成科学研究科, 准教授
2020 – 2021: 東京大学, 大学院新領域創成科学研究科, 講師
2017 – 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, ユニットリーダー
2015 – 2016: 東京大学, 先端科学技術研究センター, 助教
Review Section/Research Field
Principal Investigator
Basic Section 61010:Perceptual information processing-related / Basic Section 17030:Human geosciences-related / Perceptual information processing
Except Principal Investigator
Basic Section 61010:Perceptual information processing-related / Basic Section 41040:Agricultural environmental engineering and agricultural information engineering-related / Basic Section 25030:Disaster prevention engineering-related
Keywords
Principal Investigator
画像処理 / 地球観測 / 物質・含有率分解 / データ融合 / リモートセンシング / 3D土地被覆地図 / 数値標高モデル / 土地被覆地図 / 弱教師付き学習 / 3D土地被覆地図 … More / 人工知能 / パターン認識 / 機械学習 / マルチモーダルデータ融合 / 画像変換 / 変化検出 / 低ランクテンソル解析 / 画像修復 / 不完全データ復元 / 3次元変化検出 / 建物被害分類 / 画像融合 / 災害状況把握 / 3次元変化検出 / 画像合成 / 多次元超解像 / 土地被覆変化抽出 / 高解像度化 / 土地被覆変化認識 / スペクトル画像 … More
Except Principal Investigator
Geospatial Foundation / スペクトル分解 / ハイパースペクトルイメージング / 非破壊分析 / ラマン分光 / 土砂災害警戒区域 / 土砂崩壊量 / 地震観測データ / 検知 / 深層学習 / 自動検出 / 数値標高モデル / 震動解析 / シミュレーション / 建物被害 / リモートセンシング / 土砂災害 Less
  • Research Projects

    (7 results)
  • Research Products

    (63 results)
  • Co-Researchers

    (13 People)
  •  Robust Geospatial Foundation Models: Innovative Techniques and Comprehensive Benchmarks

    • Principal Investigator
      Xia Junshi
    • Project Period (FY)
      2025 – 2028
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 61010:Perceptual information processing-related
    • Research Institution
      Institute of Physical and Chemical Research
  •  Improving Spatiotemporal Resolution of Deforestation Mapping Using Satellite Constellations and Deep LearningPrincipal Investigator

    • Principal Investigator
      横矢 直人
    • Project Period (FY)
      2024 – 2025
    • Research Category
      Grant-in-Aid for JSPS Fellows
    • Review Section
      Basic Section 17030:Human geosciences-related
    • Research Institution
      The University of Tokyo
  •  3D land cover mapping from satellite images by weakly supervised learningPrincipal Investigator

    • Principal Investigator
      横矢 直人
    • Project Period (FY)
      2022 – 2025
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 61010:Perceptual information processing-related
    • Research Institution
      The University of Tokyo
  •  Spectral factorization using the spatial localization of constituents in foods and biomass

    • Principal Investigator
      粉川 美踏
    • Project Period (FY)
      2021 – 2023
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 41040:Agricultural environmental engineering and agricultural information engineering-related
    • Research Institution
      University of Tsukuba
  •  Monitoring and rapid identification of landslide disaster by fusion analysis of sensing and simulation technologies

    • Principal Investigator
      Miura Hiroyuki
    • Project Period (FY)
      2019 – 2021
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 25030:Disaster prevention engineering-related
    • Research Institution
      Hiroshima University
  •  Development of intelligent earth observation system based on incomplete data reconstruction and automatic selection of training samplesPrincipal Investigator

    • Principal Investigator
      Yokoya Naoto
    • Project Period (FY)
      2018 – 2020
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 61010:Perceptual information processing-related
    • Research Institution
      The University of Tokyo
      Institute of Physical and Chemical Research
  •  Multidimensional high-resolution remote sensing based on spectral data fusionPrincipal Investigator

    • Principal Investigator
      Yokoya Naoto
    • Project Period (FY)
      2015 – 2017
    • Research Category
      Grant-in-Aid for Young Scientists (B)
    • Research Field
      Perceptual information processing
    • Research Institution
      Institute of Physical and Chemical Research
      The University of Tokyo

All 2024 2023 2022 2021 2020 2019 2018 2017 2016 2015

All Journal Article Presentation

  • [Journal Article] SyntheWorld: A large-scale synthetic dataset for land cover mapping and building change detection2024

    • Author(s)
      J. Song, H. Chen, and N. Yokoya
    • Journal Title

      Proceedings of IEEE/CVF Winter Conference on Applications of Computer Vision

      Volume: 1 Pages: 8287-8296

    • DOI

      10.1109/wacv57701.2024.00810

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-23K24865
  • [Journal Article] National high-resolution cropland classification of Japan with agricultural census information and multi-temporal multi-modality datasets2023

    • Author(s)
      J. Xia, N. Yokoya, B. Adriano, and K. Kanemoto
    • Journal Title

      International Journal of Applied Earth Observation and Geoinformation

      Volume: 117 Pages: 103193-103193

    • DOI

      10.1016/j.jag.2023.103193

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-23K24865
  • [Journal Article] Frequency-based optimal style mix for domain generalization in semantic segmentation of remote sensing images2023

    • Author(s)
      R. Iizuka, J. Xia, and N. Yokoya
    • Journal Title

      IEEE Transactions on Geoscience and Remote Sensing

      Volume: 62 Pages: 1-14

    • DOI

      10.1109/tgrs.2023.3344670

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-23K24865
  • [Journal Article] Exchange means change: an unsupervised single-temporal change detection framework based on intra-and inter-image patch exchange2023

    • Author(s)
      H. Chen, J. Song, C. Wu, B. Du, and N. Yokoya
    • Journal Title

      ISPRS Journal of Photogrammetry and Remote Sensing

      Volume: 206 Pages: 87-105

    • DOI

      10.1016/j.isprsjprs.2023.11.004

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K24865
  • [Journal Article] Fourier domain structural relationship analysis for unsupervised multimodal change detection2023

    • Author(s)
      H. Chen, N. Yokoya, and M. Chini
    • Journal Title

      ISPRS Journal of Photogrammetry and Remote Sensing

      Volume: 198 Pages: 99-114

    • DOI

      10.1016/j.isprsjprs.2023.03.004

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K24865
  • [Journal Article] Unsupervised multimodal change detection based on structural relationship graph representation learning2022

    • Author(s)
      H. Chen, N. Yokoya, C. Wu and B. Du
    • Journal Title

      IEEE Transactions on Geoscience and Remote Sensing

      Volume: 60 Pages: 1-18

    • DOI

      10.1109/tgrs.2022.3229027

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K24865
  • [Journal Article] DML: Differ-Modality Learning for Building Semantic Segmentation2022

    • Author(s)
      Xia Junshi、Yokoya Naoto、Baier Gerald
    • Journal Title

      IEEE Transactions on Geoscience and Remote Sensing

      Volume: 60 Pages: 1-14

    • DOI

      10.1109/tgrs.2022.3148383

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K20309, KAKENHI-PROJECT-19H02408
  • [Journal Article] The Outcome of the 2021 IEEE GRSS Data Fusion Contest -Track MSD: Multitemporal Semantic Change Detection2022

    • Author(s)
      Li Zhuohong、Lu Fangxiao、Zhang Hongyan、Tu Lilin、Li Jiayi、Huang Xin、Robinson Caleb、Malkin Nikolay、Jojic Nebojsa、Ghamisi Pedram、Hansch Ronny、Yokoya Naoto
    • Journal Title

      IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

      Volume: 15 Pages: 1643-1655

    • DOI

      10.1109/jstars.2022.3144318

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19H02408
  • [Journal Article] Synthesizing optical and SAR imagery from land cover maps and auxiliary raster data2021

    • Author(s)
      G. Baier, A. Deschemps, M. Schmitt, and N. Yokoya
    • Journal Title

      IEEE Transactions on Geoscience and Remote Sensing

      Volume: early access Pages: 1-12

    • DOI

      10.1109/tgrs.2021.3068532

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18067
  • [Journal Article] Global land cover mapping with weak supervision: Outcome of the 2020 IEEE GRSS Data Fusion Contest2021

    • Author(s)
      C. Robinson, K. Malkin, N. Jojic, H. Chen, R. Qin, C. Xiao, M. Schmitt, P. Ghamisi, R. Haensch, and N. Yokoya
    • Journal Title

      IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

      Volume: 14 Pages: 3185-3199

    • DOI

      10.1109/jstars.2021.3063849

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18067
  • [Journal Article] Learning from multimodal and multitemporal earth observation data for building damage mapping2021

    • Author(s)
      Adriano Bruno、Yokoya Naoto、Xia Junshi、Miura Hiroyuki、Liu Wen、Matsuoka Masashi、Koshimura Shunichi
    • Journal Title

      ISPRS Journal of Photogrammetry and Remote Sensing

      Volume: 175 Pages: 132-143

    • DOI

      10.1016/j.isprsjprs.2021.02.016

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-19K20309, KAKENHI-PROJECT-18K18067, KAKENHI-PROJECT-19H02408, KAKENHI-PROJECT-20H02411
  • [Journal Article] Robust nonlocal low-rank SAR time series despeckling considering speckle correlation by total variation regularization2020

    • Author(s)
      G. Baier, W. He, and N. Yokoya
    • Journal Title

      IEEE Transactions on Geoscience and Remote Sensing

      Volume: Early Access Issue: 11 Pages: 1-13

    • DOI

      10.1109/tgrs.2020.2985400

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-18K18067
  • [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] Non-local Meets Global: An Integrated 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, KAKENHI-PROJECT-20H04249
  • [Journal Article] A Semiautomatic Pixel-Object Method for Detecting Landslides Using Multitemporal ALOS-2 Intensity Images2020

    • Author(s)
      Adriano Bruno、Yokoya Naoto、Miura Hiroyuki、Matsuoka Masashi、Koshimura Shunichi
    • Journal Title

      Remote Sensing

      Volume: 12 Issue: 3 Pages: 561-561

    • DOI

      10.3390/rs12030561

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17H02050, KAKENHI-PROJECT-19H02408
  • [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] 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 Issue: 11 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] Multi-Source Data Fusion Based on Ensemble Learning for Rapid Building Damage Mapping during the 2018 Sulawesi Earthquake and Tsunami in Palu, Indonesia2019

    • Author(s)
      Adriano Bruno、Xia Junshi、Baier Gerald、Yokoya Naoto、Koshimura Shunichi
    • Journal Title

      Remote Sensing

      Volume: 11 Issue: 7 Pages: 886-886

    • DOI

      10.3390/rs11070886

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18067, KAKENHI-PROJECT-19K20309, KAKENHI-PROJECT-15KK0226
  • [Journal Article] Robust Nonlocal Low-Rank Sar Stack Despeckling With Application To Change Detection2019

    • Author(s)
      Baier Gerald、He Wei、Adriano Bruno、Xia Junshi、Yokoya Naoto
    • Journal Title

      IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium

      Volume: - Pages: 5205-5208

    • DOI

      10.1109/igarss.2019.8900331

    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19H02408
  • [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 Issue: 8 Pages: 1-13

    • DOI

      10.1109/tcyb.2019.2936042

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18067, KAKENHI-PROJECT-19K20308
  • [Journal Article] Cross-Domain-Classification of Tsunami Damage Via Data Simulation and Residual-Network-Derived Features From Multi-Source Images2019

    • Author(s)
      Adriano Bruno、Yokoya Naoto、Xia Junshi、Baier Gerald、Koshimura Shunichi
    • Journal Title

      IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium

      Volume: - Pages: 4947-4950

    • DOI

      10.1109/igarss.2019.8899155

    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19H02408
  • [Journal Article] Building Damage Mapping Via Transfer Learning2019

    • Author(s)
      Xia Junshi、Adriano Bruno、Baier Gerald、Yokoya Naoto
    • Journal Title

      IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium

      Volume: - Pages: 4841-4844

    • DOI

      10.1109/igarss.2019.8900447

    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19H02408
  • [Journal Article] Non-local tensor ring decomposition for hyperspectral image denoising2019

    • Author(s)
      Y. Chen, W. He, N. Yokoya, and T.-Z. Huang
    • Journal Title

      IEEE Transactions on Geoscience and Remote Sensing

      Volume: 58 Issue: 2 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] CoSpace: Common Subspace Learning From Hyperspectral-Multispectral Correspondences2019

    • Author(s)
      Hong Danfeng、Yokoya Naoto、Chanussot Jocelyn、Zhu Xiao Xiang
    • Journal Title

      IEEE Transactions on Geoscience and Remote Sensing

      Volume: Early Access Issue: 7 Pages: 1-11

    • DOI

      10.1109/tgrs.2018.2890705

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18067
  • [Journal Article] Multisource and Multitemporal Data Fusion in Remote Sensing: A Comprehensive Review of the State of the Art2019

    • Author(s)
      Ghamisi Pedram、Rasti Behnood、Yokoya Naoto、Wang Qunming、Hofle Bernhard、Bruzzone Lorenzo、Bovolo Francesca、Chi Mingmin、Anders Katharina、Gloaguen Richard、Atkinson Peter M.、Benediktsson Jon Atli
    • Journal Title

      IEEE Geoscience and Remote Sensing Magazine

      Volume: 7 Issue: 1 Pages: 6-39

    • DOI

      10.1109/mgrs.2018.2890023

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18067
  • [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] Learnable manifold alignment (LeMA): A semi-supervised cross-modality learning framework for land cover and land use classification2019

    • Author(s)
      Hong Danfeng、Yokoya Naoto、Ge Nan、Chanussot Jocelyn、Zhu Xiao Xiang
    • Journal Title

      ISPRS Journal of Photogrammetry and Remote Sensing

      Volume: 147 Pages: 193-205

    • DOI

      10.1016/j.isprsjprs.2018.10.006

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18067
  • [Journal Article] Random Forest Ensembles and Extended Multiextinction Profiles for Hyperspectral Image Classification2018

    • Author(s)
      Xia Junshi, Ghamisi Pedram, Yokoya Naoto, Iwasaki Akira
    • Journal Title

      IEEE Trans. Geosci. Remote Sens.

      Volume: 56 Issue: 1 Pages: 202-216

    • DOI

      10.1109/tgrs.2017.2744662

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16F16053, KAKENHI-PROJECT-15K20955, KAKENHI-PROJECT-16H04587
  • [Journal Article] Nonlocal Tensor Completion for Multitemporal Remotely Sensed Images' Inpainting2018

    • Author(s)
      Ji Teng-Yu、Yokoya Naoto、Zhu Xiao Xiang、Huang Ting-Zhu
    • Journal Title

      IEEE Transactions on Geoscience and Remote Sensing

      Volume: early access Issue: 6 Pages: 1-15

    • DOI

      10.1109/tgrs.2018.2790262

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15K20955
  • [Journal Article] Multi-Temporal Sentinel-1 and -2 Data Fusion for Optical Image Simulation2018

    • Author(s)
      He Wei、Yokoya Naoto
    • Journal Title

      ISPRS International Journal of Geo-Information

      Volume: 7 Issue: 10 Pages: 389-389

    • DOI

      10.3390/ijgi7100389

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-18K18067
  • [Journal Article] Open Data for Global Multimodal Land Use Classification: Outcome of the 2017 IEEE GRSS Data Fusion Contest2018

    • Author(s)
      Yokoya Naoto、Ghamisi Pedram、Xia Junshi、Sukhanov Sergey、Heremans Roel、Tankoyeu Ivan、Bechtel Benjamin、Le Saux Bertrand、Moser Gabriele、Tuia Devis
    • Journal Title

      IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

      Volume: 11 Issue: 5 Pages: 1363-1377

    • DOI

      10.1109/jstars.2018.2799698

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15K20955
  • [Journal Article] Learning a robust local manifold representation for hyperspectral dimensionality reduction2017

    • Author(s)
      D. Hong, N. Yokoya, and X. X. Zhu
    • Journal Title

      IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens.

      Volume: 印刷中

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15K20955
  • [Journal Article] Hyperspectral Image Classification With Canonical Correlation Forests2017

    • Author(s)
      J. Xia, N. Yokoya and A. Iwasaki
    • Journal Title

      IEEE Transactions on Geoscience and Remote Sensing

      Volume: 55 Issue: 1 Pages: 421-431

    • DOI

      10.1109/tgrs.2016.2607755

    • Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16F16053, KAKENHI-PROJECT-15K20955, KAKENHI-PROJECT-16H04587
  • [Journal Article] Classification of large-sized hyperspectral imagery using fast machine learning algorithms2017

    • Author(s)
      J. Xia, N. Yokoya, and A. Iwasaki
    • Journal Title

      Journal of Applied Remote Sensing

      Volume: 11 Issue: 3 Pages: 035005-035005

    • DOI

      10.1117/1.jrs.11.035005

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16F16053, KAKENHI-PROJECT-15K20955, KAKENHI-PROJECT-16H04587
  • [Journal Article] Advances in Hyperspectral Image and Signal Processing: A Comprehensive Overview of the State of the Art2017

    • Author(s)
      Ghamisi Pedram、Yokoya Naoto、Li Jun、Liao Wenzhi、Liu Sicong、Plaza Javier、Rasti Behnood、Plaza Antonio
    • Journal Title

      IEEE Geoscience and Remote Sensing Magazine

      Volume: 5 Issue: 4 Pages: 37-78

    • DOI

      10.1109/mgrs.2017.2762087

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15K20955
  • [Journal Article] Multisensor coupled spectral unmixing for time-series analysis2017

    • Author(s)
      N. Yokoya, X. X. Zhu, and A. Plaza
    • Journal Title

      IEEE Trans. Geosci. Remote Sens.

      Volume: 55 Issue: 5 Pages: 2842-2857

    • DOI

      10.1109/tgrs.2017.2655115

    • Peer Reviewed / Acknowledgement Compliant / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15K20955
  • [Journal Article] Hyperspectral and multispectral data fusion: a comparative review of the recent literature2017

    • Author(s)
      N. Yokoya, C. Grohnfeldt, and J. Chanussot
    • Journal Title

      IEEE Geoscience and Remote Sensing Magazine

      Volume: 印刷中 Issue: 2 Pages: 29-56

    • DOI

      10.1109/mgrs.2016.2637824

    • Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15K20955
  • [Journal Article] Performance Evaluation of Downscaling Sentinel-2 Imagery for Land Use and Land Cover Classification by Spectral-Spatial Features2017

    • Author(s)
      Zheng Hongrui、Du Peijun、Chen Jike、Xia Junshi、Li Erzhu、Xu Zhigang、Li Xiaojuan、Yokoya Naoto
    • Journal Title

      Remote Sensing

      Volume: 9 Issue: 12 Pages: 1274-1274

    • DOI

      10.3390/rs9121274

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15K20955
  • [Journal Article] Texture-guided multisensor superresolution for remotely sensed images2017

    • Author(s)
      N. Yokoya
    • Journal Title

      Remote Sensing

      Volume: 9 Issue: 4 Pages: 1-19

    • DOI

      10.3390/rs9040316

    • Peer Reviewed / Acknowledgement Compliant / Open Access
    • Data Source
      KAKENHI-PROJECT-15K20955
  • [Journal Article] Potential of resolution-enhanced hyperspectral data for mineral mapping using simulated EnMAP and Sentinel-2 images2016

    • Author(s)
      N. Yokoya, J. C. W. Chan, and K. Segl
    • Journal Title

      Remote Sensing

      Volume: 8 Issue: 3 Pages: 1-18

    • DOI

      10.3390/rs8030172

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15K20955
  • [Journal Article] Hyperspectral super-resolution of locally low rank images from complementary multisource data2016

    • Author(s)
      M.A. Veganzones, M. Simoes, G. Licciardi, N. Yokoya, J.M. Bioucas-Dias, and J. Chanussot
    • Journal Title

      IEEE Transactions on Image Processing

      Volume: 25 Issue: 1 Pages: 274-288

    • DOI

      10.1109/tip.2015.2496263

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15K20955
  • [Journal Article] Foreword to the special issue on hyperspectral remote sensing and imaging spectroscopy2016

    • Author(s)
      U. Heiden, A. Iwasaki, A. Meuller, M. Schlerf, T. Udelhoven, K. Uto, N. Yokoya, and J. Chanussot
    • Journal Title

      IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens.

      Volume: 9 Issue: 9 Pages: 3904-3908

    • DOI

      10.1109/jstars.2016.2610199

    • Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15K20955
  • [Journal Article] Object detection based on sparse representation and Hough voting for optical remote sensing imagery2015

    • Author(s)
      N. Yokoya and A. Iwasaki
    • Journal Title

      IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens.

      Volume: 8 Issue: 5 Pages: 2053-2062

    • DOI

      10.1109/jstars.2015.2404578

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-15K20955, KAKENHI-PROJECT-24360347
  • [Journal Article] Hyperspectral pansharpening: a review2015

    • Author(s)
      L. Loncan, L. B. Almeida, J. Bioucas Dias, X. Briottet, J. Chanussot, N. Dobigeon, S. Fabre, W. Liao, G. A. Licciardi, M. Simoes, J. Y. Tourneret, M. A. Veganzones, G. Vivone, Q. Wei, and N. Yokoya
    • Journal Title

      IEEE Geoscience and Remote Sensing Magazine

      Volume: 3 Issue: 3 Pages: 27-46

    • DOI

      10.1109/mgrs.2015.2440094

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15K20955
  • [Presentation] SyntheWorld: A large-scale synthetic dataset for land cover mapping and building change detection2024

    • Author(s)
      J. Song, H. Chen, and N. Yokoya
    • Organizer
      IEEE/CVF Winter Conference on Applications of Computer Vision
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K24865
  • [Presentation] Intelligent Learning Using Remote Sensing Dataset from Previous Earthquakes to Assess Building Damage in Futures Events2021

    • Author(s)
      B Adriano, N Yokoya, H Miura, M Matsuoka, S Koshimura
    • Organizer
      The 17th World Conference on Earthquake Engineering (17WCEE)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19H02408
  • [Presentation] Building Damage Mapping with Self-Positive Unlabeled Learning2021

    • Author(s)
      J Xia, N Yokoya, B Adriano
    • Organizer
      Artificial Intelligence for Humanitarian Assistance and Disaster Response Workshop, NeurIPS
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19H02408
  • [Presentation] Guided deep decoder: Unsupervised image pair fusion2020

    • Author(s)
      T. Uezato, D. Hong, N. Yokoya, and W. He
    • Organizer
      European Conference on Computer Vision
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18067
  • [Presentation] Total-variation-regularized tensor ring completion for remote sensing image reconstruction2019

    • Author(s)
      W. He, L. Yuan, and N. Yokoya
    • Organizer
      ICASSP 2019
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18067
  • [Presentation] Total variation regularized low-rank sparsity decomposition for blind cloud and cloud shadow removal from multitemporal imagery2019

    • Author(s)
      Yong Chen, Wei He, Naoto Yokoya, Ting-Zhu Huang
    • Organizer
      IGARSS 2019
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18067
  • [Presentation] Non-local meets global: An integrated paradigm for hyperspectral denoising2019

    • Author(s)
      W. He, Q. Yao, C. Li, N. Yokoya, and Q. Zhao
    • Organizer
      CVPR 2019
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18067
  • [Presentation] Land cover mapping without human annotation2019

    • Author(s)
      Tatsuya Yamada, Naoto Yokoya, Takeo Tadono, Akira Iwasaki
    • Organizer
      IGARSS 2019
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18067
  • [Presentation] Non-local meets global: An integrated paradigm for hyperspectral denoising2019

    • Author(s)
      W. He, Q. Yao, C. Li, N. Yokoya, and Q. Zhao
    • Organizer
      Conference on Computer Vision and Pattern Recognition (CVPR)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18067
  • [Presentation] Cross-domain-classification of tsunami damage via data simulation and residual-network-derived features from multi-source images2019

    • Author(s)
      B. Adriano, N. Yokoya, J. Xia, G. Baier, and S. Koshimura
    • Organizer
      IEEE International Geoscience and Remote Sensing Symposium
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18067
  • [Presentation] Multimodal, multitemporal, and multisource global data fusion for local climate zones classification based on ensemble learning2017

    • Author(s)
      N. Yokoya, P. Ghamisi, and J. Xia
    • Organizer
      IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15K20955
  • [Presentation] Learning A low-coherence dictionary to address spectral variability for hyperspectral unmixing2017

    • Author(s)
      D. Hong, N. Yokoya, J. Chanussot, and X. X. Zhu
    • Organizer
      IEEE International Conference on Image Processing
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15K20955
  • [Presentation] Graph-regularized coupled spectral unmixing for multisensor time-series analysis2016

    • Author(s)
      N. Yokoya, X. X. Zhu, and A. Plaza
    • Organizer
      IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS)
    • Place of Presentation
      LA, US
    • Year and Date
      2016-08-21
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15K20955
  • [Presentation] The K-LLE algorithm for nonlinear dimensionality reduction of large-scale hyperspectral data2016

    • Author(s)
      D. Hong, N. Yokoya, and X. X. Zhu
    • Organizer
      IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS)
    • Place of Presentation
      LA, US
    • Year and Date
      2016-08-21
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15K20955
  • [Presentation] Mapping land covers of Brussels capital region using spatially enhanced hyperspectral images2016

    • Author(s)
      J. C.-W. Chan and N. Yokoya
    • Organizer
      IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS)
    • Place of Presentation
      LA, US
    • Year and Date
      2016-08-21
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15K20955
  • [Presentation] Local manifold learning with robust neighbors selection for hyperspectral dimensionality reduction2016

    • Author(s)
      D. Hong, N. Yokoya, and X. X. Zhu
    • Organizer
      IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
    • Place of Presentation
      Beijing, China
    • Year and Date
      2016-07-10
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15K20955
  • [Presentation] Land-cover monitoring using time-series hyperspectral data via fractional-order Darwinian particle swarm optimization segmentation2016

    • Author(s)
      N. Yokoya and P. Ghamisi
    • Organizer
      IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS)
    • Place of Presentation
      LA, US
    • Year and Date
      2016-08-21
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15K20955
  • [Presentation] Graph regularized coupled spectral unmixing for change detection2015

    • Author(s)
      N. Yokoya and X. X. Zhu
    • Organizer
      IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS)
    • Place of Presentation
      Tokyo, Japan
    • Year and Date
      2015-06-02
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15K20955
  • [Presentation] Generalized-Hough-transform object detection using class-specific sparse representation for local-feature detection2015

    • Author(s)
      N. Yokoya and A. Iwasaki
    • Organizer
      IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
    • Place of Presentation
      Milan, Italy
    • Year and Date
      2015-07-26
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-15K20955
  • 1.  Xia Junshi (00830168)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 10 results
  • 2.  Miura Hiroyuki (30418678)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 2 results
  • 3.  Adriano Bruno (40831889)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 5 results
  • 4.  松岡 昌志 (80242311)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 2 results
  • 5.  粉川 美踏 (10732539)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 6.  蔦 瑞樹 (80425553)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 7.  石田 隆 (80888462)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 8.  Wang Junjue (91011930)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 9.  ARJASAKUSUMA SANJIWANA
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 10.  岩崎 晃
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 3 results
  • 11.  山野井 一輝
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results
  • 12.  He Wei
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results
  • 13.  越村 俊一
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results

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