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Estimation of Human Periheral Vision using Corneal Imaging Technique

Research Project

Project/Area Number 26280058
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section一般
Research Field Perceptual information processing
Research InstitutionKyoto University

Principal Investigator

Nakazawa Atsushi  京都大学, 情報学研究科, 准教授 (20362593)

Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥15,730,000 (Direct Cost: ¥12,100,000、Indirect Cost: ¥3,630,000)
Fiscal Year 2016: ¥2,860,000 (Direct Cost: ¥2,200,000、Indirect Cost: ¥660,000)
Fiscal Year 2015: ¥6,240,000 (Direct Cost: ¥4,800,000、Indirect Cost: ¥1,440,000)
Fiscal Year 2014: ¥6,630,000 (Direct Cost: ¥5,100,000、Indirect Cost: ¥1,530,000)
Keywords周辺視 / 注視点 / コンピュータビジョン / 画像解析 / レジストレーション / 注視点推定 / 角膜イメージング / マッチング / 周辺視野 / 注視点計測 / 視線検出 / 画像認識 / 画像マッチング
Outline of Final Research Achievements

In this study, we developed the "peripheral vision camera" which is a device that accurately measures the peripheral visual field of a human, using corneal surface reflection analysis technology. This device uses the principle of finding the angle between the gaze direction and the scene point at each image point of the scene camera based on the light reflection model. We develop a technique to measure the peripheral vision characteristics of a person in real scenes.We first developed a high-accuracy image registration algorithm between the corneal images and scene images. In this method, the initial position is aligned by projecting the scene image and the surface reflection of the eyeball onto the three-dimensional ray space, then, by performing the detailed registration using the initial result, accuracy of accuracy of 1 degree or less is achieved did. By using this, it was possible to estimate the peripheral visual field of a person with high precision from the cornea image camera.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Annual Research Report
  • 2014 Annual Research Report
  • Research Products

    (31 results)

All 2017 2016 2015 2014

All Journal Article (5 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 4 results,  Open Access: 2 results,  Acknowledgement Compliant: 5 results) Presentation (24 results) (of which Int'l Joint Research: 8 results,  Invited: 12 results) Book (2 results)

  • [Journal Article] Registration of eye reflection and scene images using an aspherical eye model2016

    • Author(s)
      Atsushi Nakazawa, Christian Nitschke, Toyoaki Nishida
    • Journal Title

      Journal of the Optical Society of America A

      Volume: 33 Issue: 11 Pages: 2264-2276

    • DOI

      10.1364/josaa.33.002264

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Registration of eye reflection and scene images using an aspheric eye model2016

    • Author(s)
      Atsushi Nakazawa, Christian Nitschke, Toyoaki Nishida
    • Journal Title

      Journal of the Optical Society of America

      Volume: 33 Issue: 8 Pages: 2264-2276

    • DOI

      10.1080/01691864.2016.1277552

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Heat map visualization of multi-slice medical images through correspondence matching of video frames2016

    • Author(s)
      Divesh Lala and Atsushi Nakazawa
    • Journal Title

      Proc. of the Ninth Biennial ACM Symposium on Eye Tracking Research & Applications (ETRA)

      Volume: 9 Pages: 119-122

    • DOI

      10.1145/2857491.2857504

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Non-Calibrated and Real-time human view estimation using a mobile corneal imaging camera2015

    • Author(s)
      Atsushi Nakazawa, Chrisian Nitschke
    • Journal Title

      International Conf. on Multimedia and Expo, Workshop on Wearable and Ego-vision Systems for Augmented Experience (WeSAX)

      Volume: 1 Pages: 1-6

    • DOI

      10.1109/icmew.2015.7169846

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 角膜上の画像を利用し注視点を検出2014

    • Author(s)
      中澤篤志
    • Journal Title

      日経テクノロジ

      Volume: 2014.8.4 Pages: 59-68

    • NAID

      40020140273

    • Related Report
      2014 Annual Research Report
    • Acknowledgement Compliant
  • [Presentation] Evaluation of Care Skills using First Person Video (FPV)2017

    • Author(s)
      Atsushi Nakazawa
    • Organizer
      AAAI 2017 Spring Symposium, Wellbeing AI: From Machine Learning to Subjectivity Oriented Computing
    • Place of Presentation
      Palo Alto, United States
    • Year and Date
      2017-03-27
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Non-Calibrated and Real-Time Human View Estimation Using a Mobile Corneal Imaging Camera2017

    • Author(s)
      Atsushi Nakazawa
    • Organizer
      2017 International Symposium toward the Future of Advanced Researches in Shizuoka University
    • Place of Presentation
      静岡大学(静岡県・浜松市)
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Noise stable image registration using random resample consensus2016

    • Author(s)
      Atsushi Nakazawa
    • Organizer
      International Conference on Pattern Recognition
    • Place of Presentation
      Cancun, Mexico
    • Year and Date
      2016-12-04
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Evaluation of face-to-face communication skills for people with dementia using a head-mounted system2016

    • Author(s)
      Atsushi Nakazawa
    • Organizer
      International Workshop on Pattern Recognition for Healthcare Analytics
    • Place of Presentation
      Cancun, Mexico
    • Year and Date
      2016-12-04
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Estimation of task difficulty and habituation effect while visual manipulation using pupillary response2016

    • Author(s)
      Asami Matsumoto, Yuta Tange, Atsushi Nakazawa, Toyoaki Nishida
    • Organizer
      International Workshop for Video Analytics for Audience Measurement
    • Place of Presentation
      Cancun, Mexico
    • Year and Date
      2016-12-04
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 角膜イメージング法の基礎と応用2016

    • Author(s)
      中澤篤志
    • Organizer
      日本生体医工学会MEとバイオサイバネティクス研究会;IEEE EMBS Japan Chapter
    • Place of Presentation
      大阪電気大学(大阪府・寝屋川市)
    • Year and Date
      2016-10-22
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] Evaluation of Care Skills using First Person Video (FPV)2016

    • Author(s)
      Atsushi Nakazawa
    • Organizer
      2016 Korea-Japan Workshop on Robotics and Information Technology for Better Quality of Life
    • Place of Presentation
      Seoul, Korea
    • Year and Date
      2016-09-10
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] シンポジウム:これからの認証ケアとデータ活用2016

    • Author(s)
      中澤篤志
    • Organizer
      ITヘルスケア学会第10回記念学術大会
    • Place of Presentation
      東京医療センター(東京都・目黒区)
    • Year and Date
      2016-05-21
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] マルチスライス画像における視線データの視覚化手法2016

    • Author(s)
      ラーラー ディベッシュ、中澤篤志
    • Organizer
      パターン認識・メディア理解研究会 (PRMU)
    • Place of Presentation
      名古屋大学(愛知県・名古屋市)
    • Year and Date
      2016-05-19
    • Related Report
      2016 Annual Research Report
  • [Presentation] 頭部装着型カメラを用いた介護スキル評価2016

    • Author(s)
      沖野祐介、中澤篤志、本田美和子、石川翔吾、竹林洋一、西田豊明
    • Organizer
      パターン認識・メディア理解研究会 (PRMU)
    • Place of Presentation
      名古屋大学(愛知県・名古屋市)
    • Year and Date
      2016-05-19
    • Related Report
      2016 Annual Research Report
  • [Presentation] 認知症ケアの視覚化2016

    • Author(s)
      中澤篤志
    • Organizer
      第1回高齢社会デザインシンポジウム
    • Place of Presentation
      東京大学(東京都・文京区)
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] 我々はまだ何も見えていない ~ PRMU第二期グランドチャレンジ ~2016

    • Author(s)
      中澤篤志
    • Organizer
      パターン認識・メディア理解研究会 (PRMU)
    • Place of Presentation
      鳥取大学(鳥取県・鳥取市)
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] NON-CALIBRATED AND REAL-TIME HUMAN VIEW ESTIMATION USING A MOBILE CORNEAL IMAGING CAMERA2015

    • Author(s)
      Atsushi Nakazawa
    • Organizer
      Are robots and digital humans becoming partners in Human daily life ?
    • Place of Presentation
      韓国ソウル市
    • Year and Date
      2015-12-13
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] NON-CALIBRATED AND REAL-TIME HUMAN VIEW ESTIMATION USING A MOBILE CORNEAL IMAGING CAMERA2015

    • Author(s)
      Atsushi Nakazawa
    • Organizer
      Japan-Korea Workshop on Information and Robot Technology for Daily Life Support
    • Place of Presentation
      奈良県奈良市
    • Year and Date
      2015-09-04
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Affective Computing2015

    • Author(s)
      中澤 篤志
    • Organizer
      自動車技術会ヒューマンファクター部門委員会
    • Place of Presentation
      東京都千代田区
    • Year and Date
      2015-08-27
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] A Mobile Corneal Imaging Camera for Estimation of Human's View2015

    • Author(s)
      Atsushi Nakazawa
    • Organizer
      画像の認識と理解シンポジウム2015
    • Place of Presentation
      大阪府吹田市
    • Year and Date
      2015-07-27
    • Related Report
      2015 Annual Research Report
  • [Presentation] 一人称視点映像による実環境の記憶可能性推定2015

    • Author(s)
      大泉 建人, 中澤 篤志, 西田 豊明
    • Organizer
      画像の認識と理解シンポジウム2015
    • Place of Presentation
      大阪府吹田市
    • Year and Date
      2015-07-27
    • Related Report
      2015 Annual Research Report
  • [Presentation] 視覚操作タスクでの集中度と瞳孔径変化の定量的関係2015

    • Author(s)
      丹下 雄太, 松本 麻見, 中澤 篤志, 西田 豊明
    • Organizer
      画像の認識と理解シンポジウム2015
    • Place of Presentation
      大阪府吹田市
    • Year and Date
      2015-07-27
    • Related Report
      2015 Annual Research Report
  • [Presentation] 角膜イメージング法の基礎理論と応用2014

    • Author(s)
      中澤篤志
    • Organizer
      精密工学会 画像応用技術専門委員会
    • Place of Presentation
      中央大学後楽園キャンパス,東京都文京区
    • Year and Date
      2014-11-14
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] 角膜イメージング法によるリモート注視点推定システム2014

    • Author(s)
      沖野祐介、大泉建人、加藤大暁、中澤篤志、西田豊明
    • Organizer
      電子情報通信学会MVE研究会
    • Place of Presentation
      洞爺湖文化センター,北海道洞爺湖町
    • Year and Date
      2014-10-09 – 2014-10-10
    • Related Report
      2014 Annual Research Report
  • [Presentation] 角膜イメージング法-視線検出を超えた視野計測法2014

    • Author(s)
      中澤篤志
    • Organizer
      日本心理学会第78回大会シンポジウム「わたしたちがさらに見つめる先 ─視線認知をめぐる先端研究(二度見)─」
    • Place of Presentation
      同志社大学今出川キャンパス,京都府京都市
    • Year and Date
      2014-09-11
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] 認知的負荷と瞳孔径変化及び心拍の関係2014

    • Author(s)
      丹下 雄太, 中澤 篤志, 西田 豊明
    • Organizer
      ヒューマンインタフェースシンポジウム2014
    • Place of Presentation
      京都工芸繊維大学松ヶ崎キャンパス,京都府京都市
    • Year and Date
      2014-09-09 – 2014-09-13
    • Related Report
      2014 Annual Research Report
  • [Presentation] Random resample consensus法を用いた 角膜表面反射とシーン画像の位置合わせ2014

    • Author(s)
      中澤篤志、ニチュケ クリスティアン、西田 豊明
    • Organizer
      第17回画像の認識・理解シンポジウム
    • Place of Presentation
      岡山市コンベンションセンター,岡山県岡山市
    • Year and Date
      2014-07-28 – 2014-07-31
    • Related Report
      2014 Annual Research Report
  • [Presentation] アクティブマーカを用いた注視判別システム2014

    • Author(s)
      加藤大暁、中澤篤志、西田豊明
    • Organizer
      電子情報通信学会MVE研究会
    • Place of Presentation
      北海道大学札幌キャンパス,北海道札幌市
    • Year and Date
      2014-06-06 – 2014-06-07
    • Related Report
      2014 Annual Research Report
  • [Book] 学術の動向2015

    • Author(s)
      中澤 篤志
    • Total Pages
      3
    • Publisher
      日本学術協力財団
    • Related Report
      2015 Annual Research Report
  • [Book] 自動車技術 69(3)2015

    • Author(s)
      中澤 篤志
    • Total Pages
      4
    • Publisher
      公益社団法人 自動車技術会
    • Related Report
      2015 Annual Research Report

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Published: 2014-04-04   Modified: 2018-03-22  

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