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ZHENG YINQIANG  鄭 銀強

ORCIDConnect your ORCID iD *help
Researcher Number 30756896
Affiliation (Current) 2022: 東京大学, 大学院情報理工学系研究科, 准教授
Affiliation (based on the past Project Information) *help 2022: 東京大学, 情報理工学(系)研究科, 准教授
2021: 東京大学, 大学院情報理工学系研究科, 准教授
2018 – 2020: 国立情報学研究所, コンテンツ科学研究系, 准教授
2016 – 2017: 国立情報学研究所, コンテンツ科学研究系, 助教
2015 – 2017: 国立情報学研究所, 大学共同利用機関等の部局等, 助教
Review Section/Research Field
Principal Investigator
Perceptual information processing / Basic Section 61010:Perceptual information processing-related / Medium-sized Section 61:Human informatics and related fields
Except Principal Investigator
Complex systems / Transformative Research Areas, Section (IV) / Basic Section 61010:Perceptual information processing-related
Keywords
Principal Investigator
Spectral Imaging / スペクトルイメージング / ハイパースペクトルカメラ / マルチスペクトル / スペクトル再構成 / Fluorescent Imaging / Reflective Imaging / Multispectral Images / Image Separation / Hyperspectral Recovery … More / Fluorescence / Component Decomposition / Illumination Design / 情報システム / Deep Learning / Filter Selection / Filter Design / spectral imaging / filter design / deep learning … More
Except Principal Investigator
コンピュータビジョン / 反射解析 / 分光解析 / インバースレンダリング / 質感合成 / 散乱解析 / コンピューテーショナルフォトグラフィー / 質感解析 / コンピュータグラフィックス / 画像合成 / コンピューテーショナルフォトグラフィ / 光学モデル / コンピュータグラフィクス / 物理ベースドビジョン / 人工知能 / 物理ベースビジョン / 深奥質感 / 知能情報学 / コンピュテーショナルフォトグラフィ / コンピュテーショナルイメージング Less
  • Research Projects

    (6 results)
  • Research Products

    (27 results)
  • Co-Researchers

    (15 People)
  •  オプティカルアーキテクチャサーチに基づくタスク特化カメラの創出Principal Investigator

    • Principal Investigator
      鄭 銀強
    • Project Period (FY)
      2022 – 2025
    • Research Category
      Grant-in-Aid for Scientific Research (A)
    • Review Section
      Medium-sized Section 61:Human informatics and related fields
    • Research Institution
      The University of Tokyo
  •  実体・非実体深奥質感の計算機視覚の実現

    • Principal Investigator
      西野 恒
    • Project Period (FY)
      2020 – 2024
    • Research Category
      Grant-in-Aid for Transformative Research Areas (A)
    • Review Section
      Transformative Research Areas, Section (IV)
    • Research Institution
      Kyoto University
  •  Spatio-temporal modulation imaging toward measurements of shape and physical properties

    • Principal Investigator
      高谷 剛志
    • Project Period (FY)
      2020 – 2024
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 61010:Perceptual information processing-related
    • Research Institution
      University of Tsukuba
      National Institute of Informatics
  •  Data-driven Filter Design and Implementation for Snapshot Hyperspectral ImagingPrincipal Investigator

    • Principal Investigator
      ZHENG YINQIANG
    • Project Period (FY)
      2019 – 2020
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 61010:Perceptual information processing-related
    • Research Institution
      National Institute of Informatics
  •  Single-shot Hyperspectral Fluorescent ImagingPrincipal Investigator

    • Principal Investigator
      ZHENG YINQIANG
    • Project Period (FY)
      2016 – 2017
    • Research Category
      Grant-in-Aid for Young Scientists (B)
    • Research Field
      Perceptual information processing
    • Research Institution
      National Institute of Informatics
  •  Understanding Complex Shitsukan Mechanisms

    • Principal Investigator
      Sato Imari
    • Project Period (FY)
      2015 – 2019
    • Research Category
      Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
    • Review Section
      Complex systems
    • Research Institution
      National Institute of Informatics

All 2021 2020 2019 2018 2017 2016 2015

All Journal Article Presentation Patent

  • [Journal Article] Deep Unsupervised Fusion Learning for Hyperspectral Image Super Resolution2021

    • Author(s)
      Zhe Liu, YinQiang Zheng and Xian-Hua Han
    • Journal Title

      Sensors

      Volume: 21 Pages: 2348-2348

    • DOI

      10.3390/s21072348

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-20K11867, KAKENHI-PROJECT-19K20307
  • [Journal Article] Hyperspectral Reconstruction with Redundant Camera Spectral Sensitivity Functions2020

    • Author(s)
      Xian-Hua Han, Yinqiang Zheng, Jiande Sun, Yen-Wei Chen
    • Journal Title

      ACM Transactions on Multimedia Computing, Communications, and Applications

      Volume: 16 Pages: 1-15

    • DOI

      10.1145/3386313

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K11867, KAKENHI-PROJECT-19K20307
  • [Journal Article] CSR-Net: Camera Spectral Response Network for Dimensionality Reduction and Classification in Hyperspectral Imagery2020

    • Author(s)
      Zou Yunhao、Fu Ying、Zheng Yinqiang、Li Wei
    • Journal Title

      Remote Sensing

      Volume: 12 Pages: 3294-3294

    • DOI

      10.3390/rs12203294

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K20307
  • [Journal Article] Depth Sensing by Near-Infrared Light Absorption in Water2020

    • Author(s)
      Yuta Asano, Yinqiang Zheng, Ko Nishino and Imari Sato
    • Journal Title

      IEEE Transactions on Pattern Analysis and Machine Intelligence

      Volume: - Pages: 1-1

    • DOI

      10.1109/tpami.2020.2973986

    • Description
      Early Access
    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-15H05918, KAKENHI-PROJECT-18J15114, KAKENHI-PROJECT-17K20143
  • [Journal Article] Joint Camera Spectral Response Selection and Hyperspectral Image Recovery2020

    • Author(s)
      Fu Ying、Zhang Tao、Zheng Yinqiang、Zhang Debing、Huang Hua
    • Journal Title

      IEEE Transactions on Pattern Analysis and Machine Intelligence

      Volume: na.

    • DOI

      10.1109/tpami.2020.3009999

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K20307
  • [Journal Article] A Microfacet-based Model for Photometric Stereo with General Isotropic Reflectance2019

    • Author(s)
      Lixiong Chen, Yinqiang Zheng, Boxin Shi, Art Subpa-asa, Imari Sato
    • Journal Title

      IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

      Volume: -

    • Peer Reviewed / Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-15H05918
  • [Journal Article] A Microfacet-Based Reflectance Model for Photometric Stereo with Highly Specular Surfaces2017

    • Author(s)
      Chen L, Zheng Y, Shi B, Subpa-Asa A, Sato I.
    • Journal Title

      Proc. International Conference on Computer Vision(ICCV2017)

      Volume: - Pages: 3181-3189

    • DOI

      10.1109/iccv.2017.343

    • Peer Reviewed
    • Data Source
      KAKENHI-PLANNED-15H05918
  • [Journal Article] From RGB to Spectrum for Natural Scenes via Manifold-Based Mapping2017

    • Author(s)
      Y. Jia, Y. Zheng, L. Gu, A. Subpa-Asa, A. Lam, Y. Sato, I. Sato.
    • Journal Title

      Proc. International Conference on Computer Vision(ICCV2017)

      Volume: - Pages: 4715-4723

    • DOI

      10.1109/iccv.2017.504

    • Peer Reviewed
    • Data Source
      KAKENHI-PLANNED-15H05918
  • [Patent] 画像処理装置及び方法2018

    • Inventor(s)
      シジエ、リン、鄭、佐藤、ラム、小野
    • Industrial Property Rights Holder
      シジエ、リン、鄭、佐藤、ラム、小野
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2018-114188
    • Filing Date
      2018
    • Data Source
      KAKENHI-PLANNED-15H05918
  • [Presentation] Turning the IR-Cut Filter for Illumination-aware Spectral Reconstruction from RGB2021

    • Author(s)
      Bo Sun, Junchi Yan, Xiao Zhou, Yinqiang Zheng
    • Organizer
      IEEE Conference on Computer Vision and Pattern Recognition
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K20307
  • [Presentation] Learning to Reconstruct High Speed and High Dynamic Range Videos from Events2021

    • Author(s)
      Yunhao Zou, Yinquiang Zheng, Tsuyoshi Takatani , Ying Fu
    • Organizer
      IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20H04215
  • [Presentation] Event-based Bispectral Photometry using Temporally Modulated Illumination2021

    • Author(s)
      Tsuyoshi Takatani, Yuzuha Ito, Ayaka Ebisu, Yinquiang Zheng, Takahito Aoto
    • Organizer
      IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20H04215
  • [Presentation] 二波長強度変調照明下におけるイベント情報に基づく光吸収差分の可視化2020

    • Author(s)
      伊藤柚葉,髙谷剛志,蛭子綾香,鄭銀強,青砥隆仁
    • Organizer
      画像の認識・理解シンポジウム(MIRU2020)
    • Data Source
      KAKENHI-PROJECT-20H04215
  • [Presentation] Unsupervised Multispectral and Hyperspectral Image Fusion with Deep Spatial and Spectral Priors2020

    • Author(s)
      Zhe Liu, Yinqiang Zheng, Xian-Hua Han
    • Organizer
      The Third Workshop on Machine Learning and Computing for Visual Semantic Analysis
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K20307
  • [Presentation] Multi-Level and Multi-Scale Spatial and Spectral Fusion CNN for Hyperspectral Image Super-Resolution2019

    • Author(s)
      Xian-Hua Han, Yinqiang Zheng, Yen-Wei Chen
    • Organizer
      IEEE International Conference on Computer Vision Workshop
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K20307
  • [Presentation] Non-Local Intrinsic Decomposition with Near Infrared Priors2019

    • Author(s)
      Z. Cheng, Y. Zheng, S. You, I. Sato
    • Organizer
      International Conference on Computer Vision (ICCV2019)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-15H05918
  • [Presentation] Hyperspectral Image Super-Resolution With Optimized RGB Guidance2019

    • Author(s)
      Ying Fu, Tao Zhang, Yinqiang Zheng, Debing Zhang, Hua Huang
    • Organizer
      IEEE Conference on Computer Vision and Pattern Recognition
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K20307
  • [Presentation] Coded Illumination and Imaging for Fluorescence Based Classification2018

    • Author(s)
      Y. Asano, M. Meguro, C. Wang, A. Lam, Y. Zheng, T. Okabe
    • Organizer
      Proc. The European Conference on Computer Vision
    • Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-15H05918
  • [Presentation] Deeply Learned Filter Response Functions for Hyperspectral Reconstruction2018

    • Author(s)
      S. Nie, L. Gu, Y. Zheng, A. Lam, N. Ono, I. Sato
    • Organizer
      IEEE Conference on Computer Vision and Pattern Recognition
    • Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-15H05918
  • [Presentation] From RGB to Spectrum for Natural Scenes via Manifold-based Mapping2017

    • Author(s)
      Yan Jia, Yinqiang Zheng, Lin Gu, Art Subpa-Asa, Antony Lam, Yoichi Sato, Imari Sato
    • Organizer
      International Conference on Computer Vision
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16095
  • [Presentation] Visibility Enhancement of Fluorescent Substance under Ambient Illumination using Flash Photography2017

    • Author(s)
      Misaki Meguro, Yuta Asano, Yinqiang Zheng, Imari Sato
    • Organizer
      International Conference on Image Processing
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-16K16095
  • [Presentation] Direct and Global Component Separation from a Single Image using Basis Representation2016

    • Author(s)
      Subpa-asa A, Fu Y, Zheng Y, Amano T, Sato I
    • Organizer
      Proc. Asian Conference on Computer Vision (ACCV 2016)
    • Place of Presentation
      台湾
    • Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-15H05918
  • [Presentation] Shape from Water: Bispectral Light Absorption for Depth Recovery2016

    • Author(s)
      Asano Y, Zheng Y, Nishino K, Sato I.
    • Organizer
      Proc. European Conference on Computer Vision (ECCV2016)
    • Place of Presentation
      オランダ
    • Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-15H05918
  • [Presentation] Exploiting Spectral-Spatial Correlation for Coded Hyperspectral Image Restoration2016

    • Author(s)
      Fu Y, Zheng Y, Sato I, Sato Y.
    • Organizer
      Proc. Computer Vision and Pattern Recognition (CVPR2016)
    • Place of Presentation
      アメリカ・ラスベガス
    • Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-15H05918
  • [Presentation] Spectral Reflectance Recovery with Interreflection Using a Hyperspectral Image2016

    • Author(s)
      Okawa H, Zheng Y, Lam A, Sato I.
    • Organizer
      Proc. Asian Conference on Computer Vision (ACCV 2016)
    • Place of Presentation
      台湾
    • Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-15H05918
  • [Presentation] SIMULTANEOUS LINEAR SEPARATION AND UNMIXING OF FLUORESCENT AND REFLECTIVE COMPONENTS FROM A SINGLE HYPERSPECTRAL IMAGE2016

    • Author(s)
      Ohara N, Zheng Y, Sato I, Nakamura T, Yamaguchi M.
    • Organizer
      Proc. International Conference on Image (ICIP2016)
    • Place of Presentation
      アメリカ・フェニックス
    • Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-15H05918
  • [Presentation] Separating Fluorescent and Reflective Components by Using a Single Hyperspectral Image2015

    • Author(s)
      Zheng Y, Fu Y, Lam A, Sato I, Sato Y.
    • Organizer
      Proc. International Conference on Computer Vision(ICCV2015)
    • Place of Presentation
      チリ・サンチャゴ
    • Int'l Joint Research
    • Data Source
      KAKENHI-PLANNED-15H05918
  • 1.  Sato Imari (50413927)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 14 results
  • 2.  西野 恒 (60814754)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 0 results
  • 3.  佐藤 洋一 (70302627)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 14 results
  • 4.  平 諭一郎 (10582819)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 5.  向川 康博 (60294435)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 6.  久保 尋之 (90613951)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 7.  延原 章平 (00423020)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 8.  高谷 剛志 (90809758)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 9.  青砥 隆仁 (00785462)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 2 results
  • 10.  MEGURO Misaki
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 1 results
  • 11.  ASANO Yuta
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 1 results
  • 12.  JIA Yan
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 1 results
  • 13.  GU Lin
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 2 results
  • 14.  HAN Xianhua
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 2 results
  • 15.  陳 延偉
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 1 results

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