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2011 Fiscal Year Final Research Report

Research on the Upgrading of Hyperspectral Image Processing

Research Project

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Project/Area Number 20246069
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Research Field Measurement engineering
Research InstitutionTokyo Institute of Technology

Principal Investigator

KOSUGI Yukio  東京工業大学, 大学院・総合理工学研究科, 教授 (30108237)

Co-Investigator(Kenkyū-buntansha) UTO Kuniaki  東京工業大学, 総合理工学研究科 (90345356)
Co-Investigator(Renkei-kenkyūsha) SAITO Genya  東京工業大学, イノベーション研究推進体 (50354048)
KOJIMA Kazuyuki  東京医科歯科大学, 医歯(薬)総合研究科 (60313243)
OOYA Tosiki  東京医科歯科大学, 医歯(薬)総合研究科 (00177015)
Project Period (FY) 2008 – 2011
Keywordsハイパースペクトル画像 / リモートセンシング / 農林業支援 / 手術支援 / 遺体検出
Research Abstract

In this research, on the basis of the data observed using hyperspectral sensors, the feature quantity was extracted by optimizing the operation among wavelengths on each observed value, while image representation is carried out to satisfy the requirement for each application field such as agriculture and forestry, medical, or disaster field. Especially, efforts was also made for the research which contributed to the earthquake disaster reconstruction in the last fiscal year.

  • Research Products

    (59 results)

All 2012 2011 2010 2009 2008 Other

All Journal Article (15 results) (of which Peer Reviewed: 13 results) Presentation (38 results) Book (1 results) Remarks (1 results) Patent(Industrial Property Rights) (4 results) (of which Overseas: 3 results)

  • [Journal Article] Estimation of Lambert coefficients basedon leaf scale hyperspectral images using dichromatic model-based PCA2012

    • Author(s)
      Kuniakai Uto and Yukio Kosugi
    • Journal Title

      International Journal of Remote Sensing

    • Peer Reviewed
  • [Journal Article] Hyperspectral Manipulation for the Water Stress Evaluation of Plants, Contemporary Materials-Solid State Matter2012

    • Author(s)
      Kuniaki Uto and Yukio Kosugi
    • Journal Title

      Biomaterials, Nanomaterials, Water

      Volume: III-1 Pages: 18-25

    • Peer Reviewed
  • [Journal Article] 携行型人肌検出装置の開発2012

    • Author(s)
      宇都有昭, 関晴之, 村瀬亨, 高岸成典, 小杉幸夫
    • Journal Title

      電子情報通信学会論文誌D

      Volume: Vol.J95-D, No.5 Pages: 1312-1316

    • Peer Reviewed
  • [Journal Article] 波長較正による航空機ハイパースペクトラルイメージャのアーティファクト低減2011

    • Author(s)
      小田川信哉、加藤雅胤、州浜智幸、齋藤元也、小杉幸夫
    • Journal Title

      写真測量とリモートセンシング

      Volume: Vol.50, No.6 Pages: 347-360

    • Peer Reviewed
  • [Journal Article] LED照明の逐次点灯を利用した赤外マルチバンド画像の取得手法に関する研究2011

    • Author(s)
      枝長孝幸、宇都有昭、小杉幸夫
    • Journal Title

      写真測量とリモートセンシング

      Volume: Vol.50, No.6 Pages: 328-338

    • Peer Reviewed
  • [Journal Article] ハイパースペクトルセンサによるカラー印刷画像の分光スペクトルデータ取得と評価2011

    • Author(s)
      関晴之、宇都有昭、小杉幸夫
    • Journal Title

      日本画像学会誌

      Volume: Vol.50, No.3 Pages: 208-216

    • Peer Reviewed
  • [Journal Article] Multispectral image enhancement for effective visualization2011

    • Author(s)
      Noriaki Hashimoto, Yuri Murakami, PinkyA. Bautista, Masahiro Yamaguchi, Takashi Obi, Nagaaki Ohyama, Kuniaki Uto and Yukio Kosugi
    • Journal Title

      Optics Express

      Volume: Vol.19, No.10 Pages: 9315-9329

    • Peer Reviewed
  • [Journal Article] Cancer Detection Using Hyperspectral Imaging2011

    • Author(s)
      Hamed Akbari, Kuniaki Uto, Yukio Kosugi, Kazuyuki Kojima and Naofumi Tanaka
    • Journal Title

      Cancer Science

      Volume: vol.102, no.4 Pages: 852-857

  • [Journal Article] Sensing On-road Obstacles by Infrared Spectrum2010

    • Author(s)
      Yukio Kosugi, Toru Murase, Taro Asano, Kuniaki Uto, Shigenori Takagishi and Masahiro Moriguchi
    • Journal Title

      SEI Technical Review

      Volume: Vol.70 Pages: 110-114

    • Peer Reviewed
  • [Journal Article] Detection and Analysis of the Intestinal Ischemia Using Visible and Invisible Hyperspectral Imaging2010

    • Author(s)
      Hamed Akbari, Yukio Kosugi, Kazuyuki Kojima and Naofumi Tanaka
    • Journal Title

      IEEE Trans. on Biomedical Engineering

      Volume: Vol.57, No.8 Pages: 2011-2017

    • Peer Reviewed
  • [Journal Article] 可視/近赤外ハイパースペクトルデータに基づくナラ枯れ指標NWIに関する研究2010

    • Author(s)
      宇都有昭、小杉幸夫、尾方俊成、小田川信哉
    • Journal Title

      写真測量とリモートセンシング

      Volume: vol.49, no.5 Pages: 294-309

    • Peer Reviewed
  • [Journal Article] Discrimination of Obstacles on the Road Using Hyper-spectral Dada2009

    • Author(s)
      Taro Asano, Yukio Kosugi, Kuniaki Uto, Toru Murase, Toro Sasaki and Masahiro Moriguchi
    • Journal Title

      Asian Journal of Geoinformatics

      Volume: Vo. 9, No.4 Pages: 45-49

    • Peer Reviewed
  • [Journal Article] Hyperspectral Image Segmentation and its Application in Abdominal Surgery ; Pig's experiment International Journal of Functional Informatics and Personalized Medicine2009

    • Author(s)
      Hamed Akbari, Yukio Kosugi, Kazuyuki Kojima, Naofumi Tanaka
    • Journal Title

      Special Issue on Imaging Informatics for Personalized Medicine

      Volume: Vol.2, No.2 Pages: 201-216

  • [Journal Article] グループ分割手法によるハイパースペクトルデータからの葉面積指数推定2009

    • Author(s)
      浅野太郎、小杉幸夫、宇都有昭、小阪尚子、小田川信哉、小田九二夫
    • Journal Title

      写真測量とリモートセンシング

      Volume: vol.48, No.6 Pages: 338-347

    • Peer Reviewed
  • [Journal Article] Studies on human skin extraction from hyperspectral data using particle swarm optimization2008

    • Author(s)
      Takayuki Edanaga, Yohei Minekawa, Sildomar T. Monteiro and Yukio Kosugi
    • Journal Title

      写真測量とリモートセンシング

      Volume: Vol.47, No.3 Pages: 23-36

    • Peer Reviewed
  • [Presentation] Rice Growth State Estimation by Hyperspectral Manifold Learning2012

    • Author(s)
      Kuniaki Uto and Yukio Kosugi
    • Organizer
      Proc IGARSS 2012
    • Place of Presentation
      Munich
    • Year and Date
      20120722-27
  • [Presentation] Band Selection for Human Detection2012

    • Author(s)
      Kuniaki Uto, Toru Murase, Sigenori Takagishi and Yukio Kosugi
    • Organizer
      Proc SAM 2012
    • Place of Presentation
      New Jersey
    • Year and Date
      20120617-20
  • [Presentation] Extraction of Lambert Parameters from Leaf Scale Hyperspectral images2012

    • Author(s)
      Kuniaki Uto and Yukio Kosugi
    • Organizer
      Proc WHISPERS
    • Place of Presentation
      Shanghai
    • Year and Date
      20120604-07
  • [Presentation] ひと検出のためのハイパースペクトルバンド選択2012

    • Author(s)
      宇都有昭,小杉幸夫,村瀬享,高岸成典
    • Organizer
      日本写真測量学会
    • Place of Presentation
      東京
    • Year and Date
      2012-05-21
  • [Presentation] pectral Evaluations of Color Rendering Properties of LED Light Sources by using Hyper Spectral Sensor2011

    • Author(s)
      Haruyuki Seki, Kuniaki Uto and Yukio Kosugi
    • Organizer
      International Display Workshop
    • Place of Presentation
      Nagoya
    • Year and Date
      20111207-09
  • [Presentation] Tree Disease Detection Based on Hyperspectral Manifold Learning of Phenological Transition on Forest2011

    • Author(s)
      Kuniaki Uto and Yukio Kosugi
    • Organizer
      Proc ACRS2011
    • Place of Presentation
      Taipei, Oct
    • Year and Date
      20111003-07
  • [Presentation] Evaluation of Paddy Yield and Protein Estimation Methods Based on Various Vegetation Indices2011

    • Author(s)
      Shinya Odagawa, Kuniaki Uto, Yukio Kosugi, Yuka Sasaki, Kunio Oda, Genya Saito
    • Organizer
      NDSI and PLS using an Airborne Hyperspectral Sensor AISA in Shonai Plane, Yamagata, JAPAN, Proc
    • Place of Presentation
      Vancouver
    • Year and Date
      20110724-29
  • [Presentation] Low-Altitude Hyperspectral Observation of Paddy Using Radio-Controlled Helicopter2011

    • Author(s)
      Yukio Kosugi, Shinji Mukoyama, Yuji Takabayashi, Kuniaki Uto, Kunio Oda, and Genya Saito
    • Organizer
      Proc IGARSS 2011
    • Place of Presentation
      Vancouver
    • Year and Date
      20110724-29
  • [Presentation] Hyperspectral Manipulation for the Detection of Water-based Biological Abnormalities2011

    • Author(s)
      Yukio Kosugi, Kuniaki Uto, Hamed Akbari, Kazuyuki Kojima and Naofumi Tanaka
    • Organizer
      Abstract of the Conference on Water and Nano-Medicine
    • Place of Presentation
      BanjaLuka
    • Year and Date
      20110701-02
  • [Presentation] Band selection for Japanese oak wilt extraction in autumnal tints of forest based on NWI2011

    • Author(s)
      Kuniaki Uto, Toshihiro Massaki, Yukio Kosugi, Genya Saito and Toshinari Ogata
    • Organizer
      Proc WHISPERS 2011
    • Place of Presentation
      Lisbon
    • Year and Date
      20110606-09
  • [Presentation] 多バンド正規化植生指標による秋季紅葉山林からのナラ枯れ被害推定2011

    • Author(s)
      宇都有昭、先崎俊裕、小杉幸夫、齋藤元也、尾形俊成
    • Organizer
      第20回生研フォーラム「広域の環境・災害リスク情報の収集と利用」予講集
    • Place of Presentation
      誌上発表
    • Year and Date
      20110317-18
  • [Presentation] ハイパースペクトルセンサにより取得したスペクトルデータによる印刷再現カラー画像の定量的色差評価2011

    • Author(s)
      関晴之,宇都有昭,小杉幸夫
    • Organizer
      第107回日本画像学会年次大会
    • Place of Presentation
      東京
    • Year and Date
      2011-06-07
  • [Presentation] ナラ枯れ指標NWIおよびカロテノイド指標に基づく秋期山林からのナラ枯れ領域抽出2011

    • Author(s)
      宇都有昭,小杉幸夫
    • Organizer
      日本リモートセンシング学会
    • Place of Presentation
      東京
    • Year and Date
      2011-05-23
  • [Presentation] 二色性反射モデルに基づく個葉レベルハイパースペクトル画像からの拡散反射成分2011

    • Author(s)
      宇都有昭,小杉幸夫
    • Organizer
      日本写真測量学会
    • Place of Presentation
      東京
    • Year and Date
      2011-05-23
  • [Presentation] Statistical Analysis of Growth Levels of Rice Paddy Based on Hyperspectral Imagery with High Spatial Resolution, Proc2010

    • Author(s)
      Kuniaki Uto, Yukio Kosugi and Jiro Sasaki
    • Organizer
      2^<nd> Workshop on Hyperspectral Image and Signal Processing : Evolution in Remote Sensing
    • Place of Presentation
      Iceland
    • Year and Date
      20100614-16
  • [Presentation] HS観測による農作物の状態推定技術実用化に向けた基礎的研究2010

    • Author(s)
      向山信治、小杉幸夫、宇都有昭、齋藤元也、小田川信哉、小田九二夫
    • Organizer
      第20回生研フォーラム「広域の環境・災害リスク情報の収集と利用」予講集
    • Place of Presentation
      誌上発表
    • Year and Date
      20100317-18
  • [Presentation] 航空機ハイパースペクトルセンサAISAを用いた植生指数による大豆収量予測と雑草侵入および大気補正手法影響評価2010

    • Author(s)
      小田川信哉、齋藤元也、小杉幸夫、宇都有昭、小田九二夫、佐々木由佳
    • Organizer
      日本リモートセンシング学会第49回学術講演会
    • Place of Presentation
      鹿児島
    • Year and Date
      2010-11-09
  • [Presentation] ハイパースペクトルカメラによる農林業分野でのセンシング2010

    • Author(s)
      小杉幸夫
    • Organizer
      応用物理学会
    • Place of Presentation
      東京
    • Year and Date
      2010-10-22
  • [Presentation] 植生状態推定のための地上ハイパースペクトル観測系の試作および取得データの解析2010

    • Author(s)
      向山信治、小杉幸夫
    • Organizer
      日本写真測量学会
    • Place of Presentation
      函館
    • Year and Date
      2010-10-14
  • [Presentation] 包絡線上の仮想反射率を用いた稲葉SPAD値の推定2010

    • Author(s)
      向山信治、宇都有昭、小杉幸夫
    • Place of Presentation
      東京
    • Year and Date
      2010-05-17
  • [Presentation] Discrimination of Obstacles on the Road Using Hyper-spectral Dada2009

    • Author(s)
      Taro Asano, Yukio Kosugi, Kuniaki Uto, Toru Murase, Toro Sasaki and Masahiro Moriguchi
    • Organizer
      ACRS
    • Place of Presentation
      Beijing
    • Year and Date
      20091018-23
  • [Presentation] Blood Vessel Detection and Artery-Vein Differentiation Using Hyperspectral Imaging2009

    • Author(s)
      Hamed Akbari, Yukio Kosugi, KazuyukiKojima and Naofumi Tanaka
    • Organizer
      31^<st> Annual Inernational Conference on the IEEE EMBS
    • Place of Presentation
      Minneapolis
    • Year and Date
      20090902-06
  • [Presentation] Evaluation of oak wilt index based on genetic programming2009

    • Author(s)
      Kuniaki Uto, Yukio Kosugi
    • Organizer
      First Workshop on Hyperspectral Image and Signal Processing : Evolution in Remote Sensing
    • Place of Presentation
      Grenoble
    • Year and Date
      20090826-28
  • [Presentation] Evaluation of Paddy Yield and Quality Estimation Methods Based on Various Vegetation Indices, NDSI and PLS Using BRDF-Corrected Airborne Hyperspectral Data2009

    • Author(s)
      Shinya Odagawa, Masatane Kato, Tomoyuki Suhama, Jiro Sasaki, Kuniaki Uto, Yukio Kosugi, and Genya Saito
    • Organizer
      IGARSS 2009
    • Place of Presentation
      Cape Town
    • Year and Date
      20090712-17
  • [Presentation] Leaf Area Index Estimation from Hyperspectral Data Using A Group Division Method2009

    • Author(s)
      Taro Asano, Yukio Kosugi, Kuniaki Uto, Naoko Kosaka, Shinya Odagawa and KunioOda
    • Organizer
      IGARSS 2009
    • Place of Presentation
      Cape Town
    • Year and Date
      20090712-17
  • [Presentation] 赤外ハイパースペクトル情報を用いた路上障害物認識に関する基礎的検討2009

    • Author(s)
      浅野太郎、小杉幸夫、宇都有昭、村瀬亨、佐々木吾朗、森口雅弘
    • Organizer
      日本写真測量学会
    • Place of Presentation
      横浜
    • Year and Date
      2009-06-18
  • [Presentation] ハイパースペクトルデータにおけるグループ分割手法を用いたいもち病検出に関する研究2009

    • Author(s)
      浅野太郎、小杉幸夫、宇都有昭、小田川信哉、小田九二夫
    • Organizer
      電子情報通信学会
    • Place of Presentation
      愛媛
    • Year and Date
      2009-03-19
  • [Presentation] 航空機搭載ハイパースペクトルセンサを用いたナラ枯れの観測と解析2009

    • Author(s)
      小杉幸夫、宇都有昭、浅野太郎、菊地信輝、尾形俊成、小田川信哉、小田九二夫
    • Organizer
      第120回日本森林学会抄録
    • Place of Presentation
      G23京都
    • Year and Date
      2009-03-17
  • [Presentation] グループ分割手法を用いたハイパースペクトルデータの葉面積指数推定2009

    • Author(s)
      浅野太郎、小杉幸夫、宇都有昭、小坂尚子、小田川信哉、小田九二夫
    • Organizer
      第16回リモートセンシングフォーラム
    • Place of Presentation
      東京
    • Year and Date
      2009-03-02
  • [Presentation] Hyperspectral Imaging and Diagnosis of Intestinal Ischemia2008

    • Author(s)
      Hamed Akbari, Yukio Kosugi, Kazuyuki Kojima and Naofumi Tanaka
    • Organizer
      30^<th> Annual International IEEE EMBS Conference
    • Place of Presentation
      Vancouver
    • Year and Date
      20080820-24
  • [Presentation] Low-Altitude Hyperspectral Imaging of Naruko Integrated Field for the Interpretation of High-Altitude Observations2008

    • Author(s)
      Yukio Kosugi, Desjardins Guillaume, Yuji Takabayashi, Sildomar T. Monteiro, Makoto Yamaki, Kuniaki Uto and Genya Saito
    • Organizer
      6^<th> International Symposium on Integrated Field Science
    • Place of Presentation
      Sendai
    • Year and Date
      20080726-27
  • [Presentation] Agricultural field observation using hyperspectral sensor in Syonai2008

    • Author(s)
      Naoko Kosaka, Yukio Kosugi, Kuniakai Uto, Kunio Oda and Genya Saito
    • Organizer
      6^<th> International Symposium on Integrated Field Science, A1
    • Place of Presentation
      Sendai
    • Year and Date
      20080726-27
  • [Presentation] 指標NWIによるASRER画像からのナラ枯れ発生域抽出2008

    • Author(s)
      宇都有昭、小杉幸夫、尾形俊成
    • Organizer
      日本写真測量学会平成20年度年次学術講演会
    • Place of Presentation
      横浜
    • Year and Date
      20080619-20
  • [Presentation] Wavelet-based Compression and Segmentation of Hyperspectral Images in Surgery2008

    • Author(s)
      Hamed Akbari, Yukio Kosugi, Kazuyuki Kojima, Naofumi Tanaka and Toshiaki Ohya
    • Organizer
      4^<th> International Workshop on Medical Imaging and Augmented Reality
    • Place of Presentation
      Tokyo
    • Year and Date
      2008-08-01
  • [Presentation] HYPERSPECTRAL IMAGE CLASSIFICATION OF GRASS SPECIES IN NORTHEAST JAPAN2008

    • Author(s)
      Sildomar Monteiro, Kuniaki Uto, Yukio Kosugi, Kunio Oda, Yoshiyuki Iino and Genya Saito
    • Organizer
      IGARSS2008
    • Place of Presentation
      Boston
    • Year and Date
      2008-07-10
  • [Presentation] DEVELOPMENT OF RICE YIELD ESTIMATION METHOD BASED ON SPACEBORNE HYPERSPECTRAL DATA : PRELIMINARY STUDY USING AIRBORNE HYPERSPECTRAL DATA2008

    • Author(s)
      Shinya Odagawa, Masatane Kato, Tomoyuki Suhama, Jiro Sasaki, Kuniaki Uto, Yukio Kosugi, and Genya Saito
    • Organizer
      IGARSS2008
    • Place of Presentation
      Boston
    • Year and Date
      2008-07-09
  • [Presentation] HYPERSPECTRAL ANALYSIS OF JAPANESE OAK WILT TO DETERMINE NORMALIZED WILT INDEX2008

    • Author(s)
      Kuniaki Uto, Yuji Takabayashi, Yukio Kosugi and Toshinari Ogata
    • Organizer
      IGARSS2008
    • Place of Presentation
      Boston
    • Year and Date
      2008-07-08
  • [Presentation] ナラ枯れのハイパースペクトル・リモートセンシングの可能性を探る2008

    • Author(s)
      小杉幸夫、高林裕治、宇都有昭、小田九二夫、尾形俊成
    • Organizer
      第119回日本森林学会大会抄録
    • Place of Presentation
      H08,東京
    • Year and Date
      2008-03-28
  • [Book] RecentAdvances in Biomedical Engineering(Chap. 12), In-Tech pub2009

    • Author(s)
      Hamed Akbari and Yukio Kosugi
    • Total Pages
      660, 12, 223-240
    • Publisher
      Hyperspectral Imaging : a New Modality inSurgery,; in G. R. Naik ed
  • [Remarks]

    • URL

      http://www.rso.titech.ac.jp/docs/%E3%82%A4%E3%83%8E%E3%83%992012_%E5%B0%8F%E6%9D%89%E3%80%80%E5%B9%B8%E5%A4%AB.pdf

  • [Patent(Industrial Property Rights)] 対象物検出装置2011

    • Inventor(s)
      小杉幸夫、高岸成典、宇都有昭、村瀬享、関晴之
    • Industrial Property Rights Holder
      東京工業大学、住友電工
    • Industrial Property Number
      特許、特願2011-265416
    • Filing Date
      2011-10-12
    • Overseas
  • [Patent(Industrial Property Rights)] Vitale Tissue Discrimination and Method2011

    • Inventor(s)
      Yukio Kosugi、Hamed Akbari, Kazuyuki Kojima, Tatsuhiko Saitoh, Masato Tanaka
    • Industrial Property Rights Holder
      住友電工、東京工業大学、東京医科歯科大学
    • Industrial Property Number
      特許、2133023
    • Acquisition Date
      2011-08-17
    • Overseas
  • [Patent(Industrial Property Rights)] 生体組織識別装置および方法2010

    • Inventor(s)
      小杉幸夫、Hamed Akbari,小嶋一幸、田中正人
    • Industrial Property Rights Holder
      東京工業大学、住友電工、東京医科歯科大学
    • Industrial Property Number
      特許、4575474
    • Acquisition Date
      2010-08-27
  • [Patent(Industrial Property Rights)] Vital Tissue Discrimination Deviceand Method2009

    • Inventor(s)
      Yukio Kosugi, Hamed Akbari, Kazuyuki Kojima, Tatsuhiko Saitoh, Masato Tanaka
    • Industrial Property Rights Holder
      住友電工、東京工業大学、東京医科歯科大学
    • Industrial Property Number
      特許、12/481, 912
    • Filing Date
      2009-06-10
    • Overseas

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Published: 2013-07-31   Modified: 2018-02-02  

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