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Skill log analysis based on life-logging data for e-coaching

Research Project

Project/Area Number 26280074
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section一般
Research Field Human interface and interaction
Research InstitutionNagoya University

Principal Investigator

KENJI MASE  名古屋大学, 情報学研究科, 教授 (30345855)

Co-Investigator(Kenkyū-buntansha) 平山 高嗣  名古屋大学, 未来社会創造機構, 特任准教授 (10423021)
森田 純哉  静岡大学, 情報学部, 准教授 (40397443)
清水 卓也  中京大学, スポーツ科学部, 教授 (60273223)
榎堀 優  名古屋大学, 情報学研究科, 助教 (60583309)
Project Period (FY) 2014-04-01 – 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 2016: ¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2015: ¥5,720,000 (Direct Cost: ¥4,400,000、Indirect Cost: ¥1,320,000)
Fiscal Year 2014: ¥5,590,000 (Direct Cost: ¥4,300,000、Indirect Cost: ¥1,290,000)
Keywords人間情報学 / ヒューマンインタフェース / インタラクション / マルチモーダルインタフェース / ライフログ / コーチング / 多視点映像 / 一人称視点映像 / ヒューマンインタフェース・インタラクション / 水彩描画 / ものづくり技能 / 体幹固定 / モーションセンサ
Outline of Final Research Achievements

Development of skill evaluation methods are very necessary to realize effective coaching in manufacturing and sports. Technologies of annotating, clustering and summarizing the performance log data are required for such skill evaluations with help of information technologies. We have developed segmentation and summarization methods of such performance log using multimodal data of first-person video, gaze, viewing position, object position and their attributes, etc. Water-painting process, soccer coaching, and multi-video soccer game viewing logs are used for the pattern recognition and analysis technology developments and evaluations. Experiments showed the effectiveness of the proposed methods. Also, we have analyzed the relationship between the body core stiffness and the body flexibility/stretch such as bowing for sport rehabilitation and injury prevention. We have demonstrated the effectiveness of our developing textile stretch sensor for visual feedback of physical exercise.

Report

(5 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Annual Research Report
  • 2015 Annual Research Report
  • 2014 Annual Research Report
  • Research Products

    (54 results)

All 2018 2017 2016 2015 2014 Other

All Journal Article (8 results) (of which Peer Reviewed: 8 results,  Acknowledgement Compliant: 4 results,  Open Access: 1 results) Presentation (44 results) (of which Int'l Joint Research: 12 results,  Invited: 11 results) Book (1 results) Remarks (1 results)

  • [Journal Article] Personal Viewpoint Navigation Based on Object Trajectory Distribution for Multi-View Videos2018

    • Author(s)
      Xueting Wang, Kensho Hara, Enokibori Yu, Takatsugu Hirayama and Kenji Mase
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E101.D Issue: 1 Pages: 193-204

    • DOI

      10.1587/transinf.2017EDP7122

    • NAID

      130006301166

    • ISSN
      0916-8532, 1745-1361
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Relationship between isometric contraction intensity and muscle hardness assessed by ultrasound strain elastography2017

    • Author(s)
      Inami, T., Tsujimura, T., Shimizu, T., Watanabe, T., Lau, W. Y., Nosaka, K.
    • Journal Title

      Eur J Appl Physiol

      Volume: 117 Pages: 843-852

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] The change in muscle hardness after static stretching evaluated by different ultrasound elastography techniques may be equivalent2017

    • Author(s)
      Inami, T., Shimizu, T.
    • Journal Title

      J Sports Med Phys Fit

      Volume: 57 Pages: 161-162

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Vote Distribution Model for Hough-based Action Detection2016

    • Author(s)
      Kensho Hara, Takatsugu Hirayama, Kenji Mase
    • Journal Title

      IEICE Trans. on Information and Systems

      Volume: E99-D Pages: 2796-2808

    • NAID

      130005268203

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] ボール-カメラ間の位置関係を用いた広視域角多視点映像のためのカット抽出方法2016

    • Author(s)
      冨安 史陽, Wang Xueting, 間瀬 健二
    • Journal Title

      画像電子学会論文誌

      Volume: 45 Pages: 305-317

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] The relationship between changes in flexibility and total peripheral vascular function in older adults2016

    • Author(s)
      Inami, T., Baba, R., Nakagaki, A., Shimizu, T.
    • Journal Title

      Gazz Med Ital Arch Sci Med

      Volume: 175 Pages: 496-497

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Viewpoint Sequence Recommendation Method based on Contextual Information for Multi-view Video2015

    • Author(s)
      Xueting Wang, Takatsugu Hirayama, Kenji Mase
    • Journal Title

      IEEE Multimedia

      Volume: 22 Issue: 4 Pages: 40-50

    • DOI

      10.1109/mmul.2015.75

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Top-down Visual Attention Estimation Using Spatially Localized Activation Based on Linear Separability of Visual Features2015

    • Author(s)
      Takatsugu Hirayama, Toshiya Ohira, Kenji Mase
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E98-D Pages: 2308-2326

    • NAID

      130005112328

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] Egocentric Video Multi-viewer for Analyzing Skilled Behaviors based on Gaze Object2018

    • Author(s)
      Yuki Umezawa, Takatsugu Hirayama, Yu Enokibori, Kenji Mase
    • Organizer
      ACM Intelligent User Interface (IUI) 2018
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 適応的な音提示によるストレス制御支援システムの検討2018

    • Author(s)
      橋口航,森田純哉,平山高嗣,間瀬健二
    • Organizer
      メディアエクスペリエンス・バーチャル環境基礎研究会(MVE)
    • Related Report
      2017 Annual Research Report
  • [Presentation] 自然知能と人工知能のインタフェース2017

    • Author(s)
      間瀬健二
    • Organizer
      信学会,ヴァーバル・ノンヴァーバル・コミュニケーション研究会(VNV)年次大会
    • Place of Presentation
      東京
    • Year and Date
      2017-03-29
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] カジュアルセンシングによる健康長寿力指標に関する検討2017

    • Author(s)
      間瀬 健二, 森田 純哉, 平山 高嗣, 榎堀 優, 山田 和範, 横矢 真悠
    • Organizer
      信学会,マルチメディア・仮想環境基礎研究会(MVE)
    • Place of Presentation
      福岡市
    • Year and Date
      2017-03-06
    • Related Report
      2016 Annual Research Report
  • [Presentation] User Group based Viewpoint Recommendation using User Attributes for Multiview Videos2017

    • Author(s)
      Xueting Wang, Yu Enokibori, Takatsugu Hirayama, Kensho Hara, Kenji Mase
    • Organizer
      ACM Multimedia workshop MUSA2 2017 (ACMMM17)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] roposal and Evaluation of An Adaptive Agent for Stress Control Training using Multimodal Biological Signals2017

    • Author(s)
      Wataru Hashiguchi, Junya Morita, Takatsugu Hirayama, Kenji Mase
    • Organizer
      5th International Conference on Human-Agent Interaction (HAI2017) Workshop "Representation & Learning for Human and Robot Cognition
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 未来社会における共生インタラクションの科学技術2017

    • Author(s)
      間瀬健二
    • Organizer
      HCGシンポジウム
    • Related Report
      2017 Annual Research Report
  • [Presentation] 個性5因子モデルを含む視聴者属性と多視点映像の視点選択傾向の関連性分析2017

    • Author(s)
      汪雪てい、榎堀優,平山高嗣,原健翔,間瀬健二
    • Organizer
      メディアエクスペリエンス・バーチャル環境基礎研究会(MVE)
    • Related Report
      2017 Annual Research Report
  • [Presentation] 注視対象に基づく作業比較可能な複数一人称映像の視聴インタフェースの提案2017

    • Author(s)
      梅澤侑生,平山高嗣,榎堀優,間瀬健二
    • Organizer
      メディアエクスペリエンス・バーチャル環境基礎研究会(MVE)
    • Related Report
      2017 Annual Research Report
  • [Presentation] 心身マルチタスク状況下における認知タスク負荷評価の検討2017

    • Author(s)
      渥美裕貴,横矢真悠,山田和範,森田純哉, 平山高嗣, 榎堀優, 間瀬健二
    • Organizer
      第31回人工知能学会全国大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Symbiotic Interaction and E-coaching2017

    • Author(s)
      Kenji Mase
    • Organizer
      JST-NSF Symposium
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Symbiotic Interaction and E-coaching2017

    • Author(s)
      Kenji Mase
    • Organizer
      Lancaster University, seminar talk
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 視聴モデルに基づく多視点映像の視聴支援のための視聴者分類2016

    • Author(s)
      汪雪テイ;,原健翔,榎堀優,平山高嗣,間瀬健二
    • Organizer
      HCGシンポジウム2016
    • Place of Presentation
      高知市
    • Year and Date
      2016-12-07
    • Related Report
      2016 Annual Research Report
  • [Presentation] 視覚的注意に着目した一人称視点映像の釘付け視聴方式の提案(オーガナイズドセッション賞)2016

    • Author(s)
      梅澤侑生,平山高嗣,榎堀優,間瀬健二
    • Organizer
      HCGシンポジウム2016
    • Place of Presentation
      高知市
    • Year and Date
      2016-12-07
    • Related Report
      2016 Annual Research Report
  • [Presentation] Viewing Support System for Multi-view Videos2016

    • Author(s)
      Xueting Wang
    • Organizer
      18th ACM International Conference on Multimodal Interaction (ICMI) Doctoral Consortium
    • Place of Presentation
      Tokyo, Japan
    • Year and Date
      2016-11-12
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 陸上競技におけるハムストリング肉ばなれ(Sprinting type)の既往と股関節の筋形態および機能との関連に関わる横断的考察2016

    • Author(s)
      徳武 岳、倉持 梨恵子、村田 祐樹、清水 卓也
    • Organizer
      第27回日本臨床スポーツ医学会
    • Place of Presentation
      幕張
    • Year and Date
      2016-11-06
    • Related Report
      2016 Annual Research Report
  • [Presentation] Personal Multi-view Viewpoint Recommendation based on Trajectory Distribution of the Viewing Target2016

    • Author(s)
      Xueting Wang, Kensho Hara, Yu Enokibori, Takatsugu Hirayama, Kenji Mase
    • Organizer
      ACM Multimedia 2016 (ACMMM 2016)
    • Place of Presentation
      Amterdam, Netherland
    • Year and Date
      2016-10-15
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] FMSを用いたウェイトリフティング選手の評価と機能的動作の改善による競技力向上について2016

    • Author(s)
      荒川 真吾、倉持 梨恵子、村田 祐樹、清水 卓也
    • Organizer
      第71回日本体力医学会大会
    • Place of Presentation
      盛岡市
    • Year and Date
      2016-09-25
    • Related Report
      2016 Annual Research Report
  • [Presentation] ハフ変換に基づくリアルタイム人物行動検出2016

    • Author(s)
      原健翔,平山高嗣,榎堀優,間瀬健二
    • Organizer
      MIRU 2016 第19回 画像の認識・理解シンポジウム, デモ発表
    • Place of Presentation
      浜松市
    • Year and Date
      2016-08-01
    • Related Report
      2016 Annual Research Report
  • [Presentation] 多視点映像の視点選択パターンに基づく視聴者分類2016

    • Author(s)
      Xueting Wang, 原健翔,榎堀優,平山高嗣,間瀬健二
    • Organizer
      MIRU 2016 第19回 画像の認識・理解シンポジウム,ポスター発表
    • Place of Presentation
      浜松市
    • Year and Date
      2016-08-01
    • Related Report
      2016 Annual Research Report
  • [Presentation] 肩関節の機能的動作の獲得を目的とした介入によるウェイトリフティング選手の競技力向上について2016

    • Author(s)
      荒川 真吾、倉持 梨恵子、村田 祐樹、清水 卓也
    • Organizer
      第5回アスレティックトレーニング学会
    • Place of Presentation
      軽井沢町
    • Year and Date
      2016-07-09
    • Related Report
      2016 Annual Research Report
  • [Presentation] ウェアラブルセンシングとヒューマンインタフェース2016

    • Author(s)
      間瀬健二
    • Organizer
      センシング技術コンソーシアム第14回講演会
    • Place of Presentation
      名古屋市
    • Year and Date
      2016-05-27
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] Skilled Gaze Behaviors Extraction Based on Dependency Analysis of Gaze Patterns on Video Scenes2016

    • Author(s)
      Atsushi Iwatsuki, Takatsugu Hirayama, Junya Morita, Kenji Mase
    • Organizer
      ACM Symposium on Eye Tracking Research and Applications (ETRA2016)
    • Place of Presentation
      Charleston, SC, USA
    • Year and Date
      2016-03-14
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] アスリートの運動器傷害2016

    • Author(s)
      清水卓也
    • Organizer
      第20回日本体力医学会東海地方会学術集会
    • Place of Presentation
      中京大学、名古屋
    • Year and Date
      2016-03-13
    • Related Report
      2015 Annual Research Report
  • [Presentation] 視聴対象の軌跡分布に基づくサッカー多視点映像の視点推薦2016

    • Author(s)
      汪雪テイ, 原健翔, 榎堀優, 間瀬健二
    • Organizer
      マルチメディア・仮想環境基礎研究会(MVE)
    • Place of Presentation
      名桜大学、沖縄
    • Year and Date
      2016-03-07
    • Related Report
      2015 Annual Research Report
  • [Presentation] 広視域角多視点映像における視聴対象の移動予測を考慮した意味的に連続なフレーム群の抽出2016

    • Author(s)
      冨安史陽, 間瀬健二
    • Organizer
      マルチメディア・仮想環境基礎研究会(MVE)
    • Place of Presentation
      名桜大学、沖縄
    • Year and Date
      2016-03-07
    • Related Report
      2015 Annual Research Report
  • [Presentation] Semi-automatic Multiple Player Tracking of Soccer Games using Laser Range Finders2016

    • Author(s)
      Yuma Kabeya, Fumiharu Tomiyasu, Kenji Mase
    • Organizer
      The Seventh Augmented Human International Conference (AH2016)
    • Place of Presentation
      Geneva, Switzerland
    • Year and Date
      2016-02-25
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] e-Coaching:Ubiquitous and Wearable Sensing and Life-logginh for Living Support and Empowerment2015

    • Author(s)
      Kenji Mase
    • Organizer
      Seminar Talk, University of British Columbia
    • Place of Presentation
      Vancouver, Canada
    • Year and Date
      2015-11-19
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Hough-based Action Detection with Time-warped Voting2015

    • Author(s)
      Kensho Hara, Kenji Mase
    • Organizer
      3rd Asian Conference on Pattern Recognition (ACPR2015)
    • Place of Presentation
      Kuala Lumpur, Malaysia
    • Year and Date
      2015-11-03
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 個人ライフログを用いたe-コーチング2015

    • Author(s)
      間瀬健二
    • Organizer
      平成27年度電気・電子・情報関係学会東海支部連合大会
    • Place of Presentation
      名古屋工業大学、名古屋
    • Year and Date
      2015-09-28
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] A Study of Intermittent Adjustment to Resist Sensor Displacement of Smart Garment using Posture-stable Daily Action2015

    • Author(s)
      Yu Enokibori, Taiga Hayashi, Kenji Mase
    • Organizer
      Adjunct Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2015 ACM International Symposium on Wearable Computers (Ubicomp2015/ISWC2015)
    • Place of Presentation
      Osaka,Japan
    • Year and Date
      2015-09-07
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ライフログに基づく健康長寿力の科学2015

    • Author(s)
      間瀬健二
    • Organizer
      K-フォーラム
    • Place of Presentation
      高山、岐阜
    • Year and Date
      2015-08-24
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] Data-Driven Extraction of Skilled Gaze Behaviors2015

    • Author(s)
      Atsushi Iwatsuki, Takatsugu Hirayama, Junya Morita, Kenji Mase
    • Organizer
      第18回画像の認識・理解シンポジウム(MIRU)
    • Place of Presentation
      大阪
    • Year and Date
      2015-07-28
    • Related Report
      2015 Annual Research Report
  • [Presentation] Context-aware Multi-view Viewpoint Selection2015

    • Author(s)
      Xueting Wang, Takatsugu Hirayama, Kenji Mase
    • Organizer
      第18回画像の認識・理解シンポジウム(MIRU)
    • Place of Presentation
      大阪
    • Year and Date
      2015-07-28
    • Related Report
      2015 Annual Research Report
  • [Presentation] Hough-based Action Detection with Time-warped Voting2015

    • Author(s)
      Kensho Hara, Kenji Mase
    • Organizer
      MIRU 2015 第18回 画像の認識・理解シンポジウム
    • Place of Presentation
      大阪
    • Year and Date
      2015-07-28
    • Related Report
      2015 Annual Research Report
  • [Presentation] 布センサによる肘関節角度推定における日常生活姿勢を用いたズレ補正手法の検討2015

    • Author(s)
      榎堀優,林大雅,間瀬健二
    • Organizer
      マルチメディア,分散,協調とモバイルシンポジウム 2015 (DICOMO2015)集会
    • Place of Presentation
      安比、岩手
    • Year and Date
      2015-07-08
    • Related Report
      2015 Annual Research Report
  • [Presentation] Human-Machine Cooperative Viewing System for Wide-angle Multi-view Videos (demo)2015

    • Author(s)
      Fumiharu Tomiyasu, Kenji Mase
    • Organizer
      20th ACM Conference on Intelligent User Interfaces
    • Place of Presentation
      Arlanta, GA, USA
    • Year and Date
      2015-03-29 – 2015-04-01
    • Related Report
      2014 Annual Research Report
  • [Presentation] 映像シーンに対する視線パターンの依存性の観察者間比較に基づく熟練者特有の注視行動の抽出 ~ サッカー試合におけるコーチングを例として~2015

    • Author(s)
      岩月厚,平山高嗣,森田純哉,間瀬健二,
    • Organizer
      電子情報通信学会パターン認識・メディア理解研究会(PRMU)
    • Place of Presentation
      慶應義塾大学,神奈川
    • Year and Date
      2015-03-19 – 2015-03-20
    • Related Report
      2014 Annual Research Report
  • [Presentation] ウエアラブル・ユビキタスデバイスによる体験のセンシング・記録・共有2015

    • Author(s)
      間瀬健二
    • Organizer
      北陸先端大情報科学研究科セミナー、IEEE名古屋支部講演会
    • Place of Presentation
      北陸科学技術先端大学院大学、能美市
    • Year and Date
      2015-02-03
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] Context-dependent Viewpoint Sequence Recommendation System for Multi-view Video (Best Paper Award)2014

    • Author(s)
      Xueting Wang, Yuki Muramatu, Takatsugu Hirayama and Kenji Mase
    • Organizer
      IEEE International Symposium on Multimedia (ISM 2014)
    • Place of Presentation
      Taichung, Taiwan
    • Year and Date
      2014-12-10 – 2014-12-12
    • Related Report
      2014 Annual Research Report
  • [Presentation] E-coaching: Wearable and Ubiquitous Sensing and Life-logging for Coaching2014

    • Author(s)
      Kenji Mase
    • Organizer
      JSPS UK/Japan Symposium on Computer Graphics and Virtual Reality
    • Place of Presentation
      University of Edinburg, Edinburg, UK
    • Year and Date
      2014-11-10
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] マルチモーダルな体験・技の記録と共有-E-coaching:コーチング支援のためのマルチセンサ利用2014

    • Author(s)
      間瀬健二
    • Organizer
      NPOウェアラブルコンピュータ研究開発機構研究会 「ウエアラブルが拓く体験と感覚の拡張」
    • Place of Presentation
      はこだて未来大学、函館市
    • Year and Date
      2014-09-25
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] サッカー指導における熟練者と未熟者の注視行動の違い2014

    • Author(s)
      岩月厚,平山高嗣,森田純哉,間瀬健二,
    • Organizer
      2014年度日本認知科学会第31回大会(JCSS2014),P2-36
    • Place of Presentation
      名古屋大学
    • Year and Date
      2014-09-17 – 2014-09-19
    • Related Report
      2014 Annual Research Report
  • [Presentation] e-Coaching: Wearable and Ubiquitous Sensing and Life-logging for Coaching2014

    • Author(s)
      Kenji Mase
    • Organizer
      International Symposium on IT
    • Place of Presentation
      Seoul National University, Seoul, Korea
    • Year and Date
      2014-06-07
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Book] 人工知能学大事典 総説「画像・音声メディア」pp.696-7052017

    • Author(s)
      間瀬健二,北岡教英
    • Total Pages
      1600
    • Publisher
      共立出版
    • ISBN
      9784320124202
    • Related Report
      2017 Annual Research Report
  • [Remarks] 名古屋大学間瀬研究室2014年度成果一覧

    • URL

      http://cmc.ss.is.nagoya-u.ac.jp/?page_id=745

    • Related Report
      2014 Annual Research Report

URL: 

Published: 2014-04-04   Modified: 2019-03-29  

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