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Development of 3D endoscope using high-luminance micro pattern projector and trial of measurement of human-body digestive organs

Research Project

Project/Area Number 15H02779
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Life / Health / Medical informatics
Research InstitutionHiroshima City University

Principal Investigator

Furukawa Ryo  広島市立大学, 情報科学研究科, 准教授 (50295838)

Co-Investigator(Kenkyū-buntansha) 田中 信治  広島大学, 病院(医), 教授 (00260670)
川崎 洋  九州大学, システム情報科学研究院, 教授 (80361393)
佐川 立昌  国立研究開発法人産業技術総合研究所, その他部局等, 研究員 (30362627)
Research Collaborator YOSHIDA Shigeto  広島鉄道病院 (00335689)
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥16,120,000 (Direct Cost: ¥12,400,000、Indirect Cost: ¥3,720,000)
Fiscal Year 2017: ¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2016: ¥5,330,000 (Direct Cost: ¥4,100,000、Indirect Cost: ¥1,230,000)
Fiscal Year 2015: ¥6,500,000 (Direct Cost: ¥5,000,000、Indirect Cost: ¥1,500,000)
Keywords3次元内視鏡 / 能動ステレオ法 / 形状計測 / 自己校正 / プロジェクタカメラ系 / 3次元内視鏡 / パターン投光 / アクティブステレオ / 医療・福祉 / 情報工学 / 内科 / 内視鏡 / 3次元計測 / 回折光学素子 / アルゴリズム / レーザ / DOE
Outline of Final Research Achievements

We developed a pattern-light projector with ultra small size, with high brightness and long depth of focus, that can be passed through the instrument channel of normal endoscopes. Furthermore, we have developed 3D reconstruction algorithms based on active stereo methods, which is robust against subsurface scattering effects or over-exposure effects, which are typically occurs on bio-tissues lit by patterns with bright spots. By combining these results with ordinary endoscopes, we succeeded in measuring the shape of the surfaces inside stomach of a pig with the real scale.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Annual Research Report
  • 2015 Annual Research Report
  • Research Products

    (33 results)

All 2018 2017 2016 2015 Other

All Int'l Joint Research (1 results) Journal Article (3 results) (of which Peer Reviewed: 3 results) Presentation (27 results) (of which Int'l Joint Research: 16 results) Patent(Industrial Property Rights) (2 results)

  • [Int'l Joint Research] BioRobotics Institute/Ospedale Molinette(イタリア)

    • Related Report
      2016 Annual Research Report
  • [Journal Article] HDR Image Synthesis and Auto-Calibration of the Projector Position for 3D Endoscopic System Based on Active Stereo2018

    • Author(s)
      古川 亮, 内藤 雅仁, 溝森 将輝, 宮崎 大輔, 馬場 雅志, 日浦 慎作, 佐野村 洋次, 田中 信治, 川崎 洋
    • Journal Title

      電子情報通信学会論文誌D 情報・システム

      Volume: J101-D Issue: 8 Pages: 1150-1164

    • DOI

      10.14923/transinfj.2017IUP0015

    • ISSN
      1880-4535, 1881-0225
    • Year and Date
      2018-08-01
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Surface normal estimation of black specular objects from multiview polarization images2017

    • Author(s)
      Daisuke Miyazaki, Takuya Shigetomi, Masashi Baba, Ryo Furukawa, Shinsaku Hiura, Naoki Asada
    • Journal Title

      Optical Engineering

      Volume: 56 Pages: 041303-041303

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Optimization of LED Illumination for Generating Metamerism2016

    • Author(s)
      Daisuke Miyazaki, Mia Nakamura, Masashi Baba, Ryo Furukawa, Shinsaku Hiura
    • Journal Title

      Journal of Imaging Science and Technology

      Volume: 60 Pages: 399-415

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Presentation] 3次元内視鏡のための点滅パターン光源によるHDR画像生成2017

    • Author(s)
      内藤 雅仁, 古川 亮, 宮崎 大輔, 馬場 雅志, 日浦 慎作(広島市大), 川崎 洋(九大)
    • Organizer
      画像の認識理解シンポジウム
    • Related Report
      2017 Annual Research Report
  • [Presentation] Intra-frame motion encoding using high-fps structured light for temporal shape super-resolution2017

    • Author(s)
      Yuki Shiba, Satoshi Ono(Kagoshima Univ.), Ryo Furukawa, Shinsaku Hiura(Hiroshima City Univ.), Hiroshi Kawasaki(Kagoshima Univ.)
    • Organizer
      画像の認識理解シンポジウム
    • Related Report
      2017 Annual Research Report
  • [Presentation] Depth and motion estimation from projected pattern's flow on object's surface2017

    • Author(s)
      Ryo Furukawa(Hiroshima City Univ.), Hiroshi Kawasaki(Kyushu Univ.), Ryusuke Sagawa(AIST)
    • Organizer
      画像の認識理解シンポジウム
    • Related Report
      2017 Annual Research Report
  • [Presentation] Calibration Technique for Underwater Active Oneshot Scanning System with Static Pattern Projector and Multiple Cameras2017

    • Author(s)
      Hiroshi Kawasaki, Hideaki Nakai, Hirohisa Baba, Ryusuke Sagawa, Ryo Furukawa
    • Organizer
      Applications of Computer Vision (WACV), 2017 IEEE Winter Conference on
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Learning-based feature extraction for active 3D scan with reducing color crosstalk of multiple pattern projections2017

    • Author(s)
      Ryusuke Sagawa, Ryo Furukawa, Akiko Matsumoto, Hiroshi Kawasaki
    • Organizer
      Robotics and Automation (ICRA), 2017 IEEE International Conference on
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 3D Endoscope System Using Asynchronously Blinking Grid Pattern Projection for HDR Image Synthesis2017

    • Author(s)
      Ryo Furukawa, Masahito Naito, Daisuke Miyazaki, Masahi Baba, Shinsaku Hiura, Yoji Sanomura, Shinji Tanaka, Hiroshi Kawasaki
    • Organizer
      Computer Assisted and Robotic Endoscopy and Clinical Image-Based Procedures
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Temporal shape super-resolution by intra-frame motion encoding using high-fps structured light2017

    • Author(s)
      Yuki Shiba, Satoshi Ono, Ryo Furukawa, Shinsaku Hiura, Hiroshi Kawasaki
    • Organizer
      International Conference on Computer Vision
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Depth estimation using structured light flow--analysis of projected pattern flow on an object's surface--2017

    • Author(s)
      Ryo Furukawa, Ryusuke Sagawa, Hiroshi Kawasaki
    • Organizer
      International Conference on Computer Vision
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Auto-calibration Method for Active 3D Endoscope System Using Silhouette of Pattern Projector2017

    • Author(s)
      Ryo Furukawa, Masahito Naito, Daisuke Miyazaki, Masahi Baba, Shinsaku Hiura, Yoji Sanomura, Shinji Tanaka, Hiroshi Kawasaki
    • Organizer
      Pacific-Rim Symposium on Image and Video Technology
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Automatic feature extraction using CNN for robust active one-shot scanning2016

    • Author(s)
      R Sagawa, Y Shiba, T Hirukawa, S Ono, H Kawasaki, R Furukawa
    • Organizer
      Pattern Recognition (ICPR), 2016 23rd International Conference on
    • Place of Presentation
      Cancun, Mexico
    • Year and Date
      2016-12-04
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Registration and entire shape acquisition for grid based active one-shot scanning techniques2016

    • Author(s)
      H Kawasaki, T Hirukawa, R Furukawa
    • Organizer
      Pattern Recognition (ICPR), 2016 23rd International Conference on
    • Place of Presentation
      Cancun, Mexico
    • Year and Date
      2016-12-04
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 3D endoscope system using DOE projector2016

    • Author(s)
      Ryo Furukawa, Yoji Sanomura, Shinji Tanaka, Shigeto Yoshida, Ryusuke Sagawa, Marco Visentini-Scarzanella, Hiroshi Kawasaki
    • Organizer
      Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the
    • Place of Presentation
      Orlando, USA
    • Year and Date
      2016-08-16
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Shape Acquisition and Registration for 3D Endoscope Based on Grid Pattern Projection2016

    • Author(s)
      Ryo Furukawa, Hiroki Morinaga, Yoji Sanomura, Shinji Tanaka, Shigeto Yoshida, Hiroshi Kawasaki
    • Organizer
      European Conference on Computer Vision
    • Place of Presentation
      Amsterdam, The Netherlands
    • Year and Date
      2016-08-08
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] GPUによるフィルタバンク演算の並列化の検討2016

    • Author(s)
      向井 貴昭, 古川 亮, 宮崎 大輔, 馬場 雅志, 日浦 慎作 (広島市大)
    • Organizer
      画像の認識理解シンポジウム (MIRU2016)
    • Place of Presentation
      浜松
    • Year and Date
      2016-08-01
    • Related Report
      2016 Annual Research Report
  • [Presentation] 3次元計測のための学習に基づく投影パターンの検出2016

    • Author(s)
      沖友 真志, 古川 亮, 宮崎 大輔, 馬場 雅志, 日浦 慎作 (広島市大), 川崎 洋 (鹿児島大)
    • Organizer
      画像の認識理解シンポジウム (MIRU2016)
    • Place of Presentation
      浜松
    • Year and Date
      2016-08-01
    • Related Report
      2016 Annual Research Report
  • [Presentation] 超小型DOEパターン投光器を用いたアクティブステレオ方式3次元内視鏡2016

    • Author(s)
      古川 亮 (広島市大), 川崎 洋 (鹿児島大), 佐川 立昌 (産総研)
    • Organizer
      画像の認識理解シンポジウム (MIRU2016)
    • Place of Presentation
      浜松
    • Year and Date
      2016-08-01
    • Related Report
      2016 Annual Research Report
  • [Presentation] グリッド方式水中アクティブ・ワンショット計測システムのARマーカーを用いた校正および形状復元手法2016

    • Author(s)
      馬場 博久, 華山 達也, 森永 寛紀, 中井 英晶 (鹿児島大), 古川 亮 (広島市大), 佐川 立昌 (産総研), 川崎 洋 (鹿児島大)
    • Organizer
      画像の認識理解シンポジウム (MIRU2016)
    • Place of Presentation
      浜松
    • Year and Date
      2016-08-01
    • Related Report
      2016 Annual Research Report
  • [Presentation] Active One-Shot Scan for Wide Depth Range Using a Light Field Projector Based on Coded Aperture2015

    • Author(s)
      Hiroshi Kawasaki, Satoshi Ono, Yuki Horita, Yuki Shiba, Ryo Furukawa, Shinsaku Hiura
    • Organizer
      The IEEE International Conference on Computer Vision (ICCV), 2015, pp. 3568-3576
    • Place of Presentation
      Santiago,Chile
    • Year and Date
      2015-12-13
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Triangle Mesh Reconstruction Method Taking into Account Silhouette Images2015

    • Author(s)
      Mikamo, Michihiro and Oki, Yoshinori and Visentini-Scarzanella, Marco and Kawasaki, Hiroshi and Furukawa, Ryo and Sagawa, Ryusuke
    • Organizer
      7th Pacific-Rim Symposium, PSIVT 2015
    • Place of Presentation
      Auckland, New Zealand
    • Year and Date
      2015-11-25
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Underwater Active Oneshot Scan with Static Wave Pattern and Bundle Adjustment2015

    • Author(s)
      Morinaga, Hiroki and Baba, Hirohisa and Visentini-Scarzanella, Marco and Kawasaki, Hiroshi and Furukawa, Ryo and Sagawa, Ryusuke
    • Organizer
      7th Pacific-Rim Symposium, PSIVT 2015
    • Place of Presentation
      Auckland, New Zealand
    • Year and Date
      2015-11-25
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Simultaneous camera, light position and radiant intensity distribution calibration2015

    • Author(s)
      Visentini-Scarzanella, Marco and Kawasaki, Hiroshi
    • Organizer
      Visentini-Scarzanella, Marco and Kawasaki, Hiroshi
    • Place of Presentation
      Auckland, New Zealand
    • Year and Date
      2015-11-25
    • Related Report
      2015 Annual Research Report
  • [Presentation] スタティックな Wave パターンとバンドル調整法による水中アクティブワンショット2015

    • Author(s)
      森永寛紀 and 馬場博久 and 三鴨道弘 and ヴィゼンティーニスカルツァネッラ,マルコ and 川崎洋 and 古川亮 and 佐川立昌 and others
    • Organizer
      研究報告コンピュータビジョンとイメージメディア (CVIM), 2015,
    • Place of Presentation
      神戸大学
    • Year and Date
      2015-11-06
    • Related Report
      2015 Annual Research Report
  • [Presentation] 多視点プロジェクタ・カメラの可視判定を用いたロバストな全周 3 次元メッシュ再構築手法2015

    • Author(s)
      三鴨道弘 and 沖佳憲 and 川崎洋 and 古川亮 and 佐川立昌 and others
    • Organizer
      研究報告グラフィクスと CAD (CG)
    • Place of Presentation
      神戸大学
    • Year and Date
      2015-11-06
    • Related Report
      2015 Annual Research Report
  • [Presentation] Tissue shape acquisition with a hybrid structured light and photometric stereo endoscopic system2015

    • Author(s)
      Visentini-Scarzanella, Marco and Hanayama, Tatsuya and Masutani, Ryunosuke and Yoshida, Shigeto and Kominami, Yoko and Sanomura, Yoji and Tanaka, Shinji and Furukawa, Ryo and Kawasaki, Hiroshi
    • Organizer
      Second International Workshop, CARE 2015, Held in Conjunction with MICCAI 2015
    • Place of Presentation
      Munich, Germany
    • Year and Date
      2015-10-05
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 2-DOF auto-calibration for a 3D endoscope system based on active stereo2015

    • Author(s)
      Furukawa, Ryo and Masutani, Ryunosuke and Miyazaki, Daisuke and Baba, Masashi and Hiura, Shinsaku and Visentini-Scarzanella, Marco and Morinaga, Hiroki and Kawasaki, Hiroshi and Sagawa, Ryusuke
    • Organizer
      Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE
    • Place of Presentation
      Milan, Italy
    • Year and Date
      2015-08-25
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] アクティブステレオに基づく三次元内視鏡システムの2自由度自己校正2015

    • Author(s)
      増谷 龍之輔, 古川 亮, 馬場 雅志, 宮崎 大輔, 青山 正人, 日浦 慎作 (広島市大), 川崎 洋, Marco Visentini-Scarzanella (鹿児島大), 佐川 立昌 (産総研)
    • Organizer
      The 18th Meeting on Image Recognition and Understanding
    • Place of Presentation
      大阪府吹田市、ホテル阪急エキスポパーク
    • Year and Date
      2015-07-27
    • Related Report
      2015 Annual Research Report
  • [Presentation] Entire shape scan system with multiple pro-cams using texture information and accurate silhouette creating technique2015

    • Author(s)
      Y. Oki and M. Visentini-Scarzanella and T. Wada and R. Furukawa and R. Sagawa and H. Kawasaki
    • Organizer
      Machine Vision Applications (MVA), 2015 14th IAPR International Conference on
    • Place of Presentation
      Tokyo,Japan
    • Year and Date
      2015-05-18
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Patent(Industrial Property Rights)] 3次元形状計測装置、診断システム及び3次元形状計測方法2015

    • Inventor(s)
      古川 亮,他4名
    • Industrial Property Rights Holder
      広島市立大学,産業技術総合研究所,鹿児島大学,広島大学
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2015-147244
    • Filing Date
      2015-07-24
    • Related Report
      2015 Annual Research Report
  • [Patent(Industrial Property Rights)] 投影システム、投影方法、パターン生成方法及びプログラム2015

    • Inventor(s)
      川崎 洋、他4名
    • Industrial Property Rights Holder
      鹿児島大学,広島市立大学
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2015-128331
    • Filing Date
      2015-06-26
    • Related Report
      2015 Annual Research Report

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Published: 2015-04-16   Modified: 2019-03-29  

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