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Yuto Omae  大前 佑斗

ORCIDConnect your ORCID iD *help
Researcher Number 00781874
Other IDs
Affiliation (Current) 2020: 日本大学, 生産工学部, 助教
Affiliation (based on the past Project Information) *help 2019 – 2020: 日本大学, 生産工学部, 助教
2017 – 2019: 東京工業高等専門学校, 電気工学科, 助教
Review Section/Research Field
Principal Investigator
Sports science / Basic Section 59020:Sports sciences-related
Except Principal Investigator
Science education / Basic Section 09080:Science education-related / Basic Section 62030:Learning support system-related
Keywords
Principal Investigator
スポーツ工学 / 機械学習 / 深層学習 / 人工知能 / 競泳 / スポーツ / ディープラーニング / 慣性センサ / アルゴリズム / スポーツ科学 … More
Except Principal Investigator
… More 工学教育 / 障害学生支援 / 振り返り / CSCL / アクティブ・ラーニング / メタ認知 / 分析システム / ポートフォリオ / CSCLシステ ム / アクティブラーニング / 人工知能・機械学習 / 遠隔授業 Less
  • Research Projects

    (5 results)
  • Research Products

    (23 results)
  • Co-Researchers

    (16 People)
  •  アクティブ・ラーニングにおける振り返り分析支援システムの構築Ongoing

    • Principal Investigator
      大島 崇行
    • Project Period (FY)
      2020 – 2022
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 09080:Science education-related
    • Research Institution
      Joetsu University of Education
  •  Development of Portfolio System to Support Distance Active Learning by using Artificial IntelligenceOngoing

    • Principal Investigator
      高橋 弘毅
    • Project Period (FY)
      2020 – 2022
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 62030:Learning support system-related
    • Research Institution
      Nagaoka University of Technology
  •  Deep Learning for Extraction of Sports Trainer's KnowledgePrincipal InvestigatorOngoing

    • Principal Investigator
      大前 佑斗
    • Project Period (FY)
      2019 – 2022
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 59020:Sports sciences-related
    • Research Institution
      Nihon University
  •  A method to evaluate swimming performance based on deep learning and a single inertial sensorPrincipal Investigator

    • Principal Investigator
      Yuto Omae
    • Project Period (FY)
      2017 – 2018
    • Research Category
      Grant-in-Aid for Young Scientists (B)
    • Research Field
      Sports science
    • Research Institution
      Tokyo National College of Technology
  •  Development of experimental training materials in early engineer education for students with various disabilities

    • Principal Investigator
      Nishimura Makoto
    • Project Period (FY)
      2017 – 2019
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Research Field
      Science education
    • Research Institution
      Tokyo National College of Technology

All 2020 2019 2018 2017

All Journal Article Presentation Book

  • [Book] The Science of Swimming and Aquatic Activities, Chapter 17. Human Activity Analysis on Swimming Based on Machine Learning, Signal Processing and Inertial Measurement Unit2018

    • Author(s)
      Yuto Omae, Hirotaka Takahashi
    • Total Pages
      33
    • Publisher
      Nova Science Pub Inc
    • ISBN
      9781536140286
    • Data Source
      KAKENHI-PROJECT-17K13179
  • [Journal Article] Detection of Swimming Stroke Start Timing by Deep Learning from an Inertial Sensor2020

    • Author(s)
      Yuto Omae, Masahiro Kobayashi, Kazuki Sakai, Takuma Akiduki, Akira Shionoya and Hirotaka Takahashi
    • Journal Title

      ICIC Express Letters, Part B Applications

      Volume: 11(3) Pages: 245-251

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-19K20062
  • [Journal Article] Classification of Human Gait Acceleration Data Using Convolutional Neural Networks2020

    • Author(s)
      Daniel Kreuter, Hirotaka Takahashi, Yuto Omae, Takuma Akiduki, Zhang, Zhong
    • Journal Title

      International Journal of Innovative Computing, Information and Control

      Volume: 16(2) Pages: 609-619

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-19K20062
  • [Journal Article] Estimation Method of Turn Section During Swimming by Using Ensemble Learning and Single Inertial Sensor2019

    • Author(s)
      小林幹京, 大前佑斗, 酒井一樹, 秋月拓磨, 塩野谷明, 高橋弘毅
    • Journal Title

      J. SOFT

      Volume: Vol.31 No.1 Issue: 1 Pages: 597-602

    • DOI

      10.3156/jsoft.31.1_597

    • NAID

      130007594758

    • ISSN
      1347-7986, 1881-7203
    • Language
      Japanese
    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-17K05437, KAKENHI-PROJECT-16K06156, KAKENHI-PROJECT-17K13179
  • [Journal Article] Consideration of Human Motion’s Individual Differences-Based Feature Space Evaluation Function for Anomaly Detection2019

    • Author(s)
      Masaya Mori, Yuto Omae, Takuma Akiduki, Hirotaka Takahashi
    • Journal Title

      International Journal of Innovative Computing, Information and Control

      Volume: 15 Pages: 783-791

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-17K13179
  • [Journal Article] A Novel Deep Learning Optimization Algorithm for Human Motions Anomaly Detection2019

    • Author(s)
      Yuto Omae, Masaya Mori, Takuma Akiduki, Hirotaka Takahashi
    • Journal Title

      International Journal of Innovative Computing, Information and Control

      Volume: 15 Pages: 199-208

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-17K13179
  • [Journal Article] Swimming Style Classification Based on Ensemble Learning and Adaptive Feature Value by Using Inertial Measurement Unit2018

    • Author(s)
      Yuto Omae, Yoshihisa Kon, Masahiro Kobayashi, Kazuki Sakai, Akira Shionoya, Hirotaka Takahashi, Takuma Akiduki, Kazufumi Nakai, Nobuo Ezaki, Yoshihisa Sakurai, Chikara Miyaji
    • Journal Title

      J. Adv. Comput. Intell. Intell. Inform.

      Volume: Vol.21 No.4 Issue: 4 Pages: 616-631

    • DOI

      10.20965/jaciii.2017.p0616

    • NAID

      130007520109

    • ISSN
      1343-0130, 1883-8014
    • Year and Date
      2018-11-20
    • Language
      English
    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-17K05437, KAKENHI-PROJECT-17K13179
  • [Journal Article] Feature Selection Algorithm Considering Trial and Individual Differences for Machine Learning of Human Activity Recognition2018

    • Author(s)
      Yuto Omae, Hirotaka Takahashi
    • Journal Title

      J. Adv. Comput. Intell. Intell. Inform.

      Volume: Vol.21 No.5 Issue: 5 Pages: 813-824

    • DOI

      10.20965/jaciii.2017.p0813

    • NAID

      130007520105

    • ISSN
      1343-0130, 1883-8014
    • Year and Date
      2018-11-20
    • Language
      English
    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-17K05437, KAKENHI-PROJECT-17K13179
  • [Journal Article] Swimming Motion Classification for Coaching System by using a Sensor Device2018

    • Author(s)
      Masahiro Kobayashi, Yuto Omae, Kazuki Sakai, Akira Shionoya, Hirotaka Takahashi, Takuma Akiduki, Kazufumi Nakai, Nobuo Ezaki, Yoshihisa Sakurai, Chikara Miyaji
    • Journal Title

      ICIC Express Letters, Part B Applications

      Volume: 9 Pages: 209-217

    • NAID

      40021546653

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-17K13179
  • [Presentation] ニューラルネットワークを活用した個人投資家のリスク選好と意思決定の分析2020

    • Author(s)
      家富紗妃, 野澤裕基, 大前佑斗
    • Organizer
      電子情報通信学会ソフトウェアインタプライズ研究会
    • Data Source
      KAKENHI-PROJECT-19K20062
  • [Presentation] Detection of Swimming Stroke Start Timing by Deep Learning from an Inertial Sensor2019

    • Author(s)
      Yuto Omae, Masahiro Kobayashi, Kazuki Sakai, Takuma Akiduki, Akira Shionoya, Hirotaka Takahashi
    • Organizer
      Proceedings of the 14th International Conference on Innovative Computing, Information and Control
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K20062
  • [Presentation] ディープラーニングと単一慣性センサを用いた競泳指導サポートシステム: プロトタイプ構築2019

    • Author(s)
      大前 佑斗, 小林 幹京, 酒井 一樹, 秋月 拓磨, 塩野谷 明, 高橋 弘毅
    • Organizer
      第35回ファジィシステムシンポジウム
    • Data Source
      KAKENHI-PROJECT-19K20062
  • [Presentation] Classification of Human Gait Acceleration Data Using Convolutional Neural Networks2019

    • Author(s)
      Daniel Kreuter, Hirotaka Takahashi, Yuto Omae, Takuma Akiduki, Zhang Zhong
    • Organizer
      Proceedings of the 14th International Conference on Innovative Computing, Information and Control
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K20062
  • [Presentation] 畳込みニューラルネットワークと慣性センサによる運動支援システムの構築2018

    • Author(s)
      森雅也, 大前佑斗
    • Organizer
      情報処理学会第80回全国大会
    • Data Source
      KAKENHI-PROJECT-17K13179
  • [Presentation] 単一慣性センサとアンサンブル学習を活用したターン区間の推定2018

    • Author(s)
      小林幹京, 大前佑斗, 酒井一樹, 秋月拓磨, 塩野谷明, 高橋弘毅
    • Organizer
      第34回ファジィシステムシンポジウム
    • Data Source
      KAKENHI-PROJECT-17K13179
  • [Presentation] 身体動作の異常値検知問題におけるCHI-FS評価関数の信頼性の検証2018

    • Author(s)
      森雅也, 秋月拓磨, 高橋弘毅, 大前佑斗
    • Organizer
      情報処理学会第80回全国大会
    • Data Source
      KAKENHI-PROJECT-17K13179
  • [Presentation] Estimation Method of Turn Section by Ensemble Learning for Swimming Motion Coaching System2018

    • Author(s)
      Masahiro Kobayashi, Yuto Omae, Kazuki Sakai, Takuma Akiduki, Akira Shionoya, Hirotaka Takahashi
    • Organizer
      The 7th International GIGAKU Conference
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17K13179
  • [Presentation] A Novel Deep Learning Optimization Algorithm for Human Motions Anomaly Detection2018

    • Author(s)
      Yuto Omae, Masaya Mori, Takuma Akiduki, Hirotaka Takahashi
    • Organizer
      The 13th International Conference on Innovative Computing, Information and Control (ICICIC2018)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17K13179
  • [Presentation] Consideration of Human Motion's Individual Differences-based Feature Space Evaluation Function for Anomaly Detection2018

    • Author(s)
      Masaya Mori, Yuto Omae, Takuma Akiduki, Hirotaka Takahashi
    • Organizer
      The 13th International Conference on Innovative Computing, Information and Control (ICICIC2018)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17K13179
  • [Presentation] 身体動作の個人差に対してロバストな特徴量空間評価関数の提案2017

    • Author(s)
      森 雅也, 秋月 拓磨, 高橋 弘毅, 大前 佑斗
    • Organizer
      電子情報通信学会技術研究報告(パターン認識・メディア理解研究会)
    • Data Source
      KAKENHI-PROJECT-17K13179
  • [Presentation] 深層学習と慣性センサを活用した個別ストローク動作開始タイミングの推定手法2017

    • Author(s)
      大前佑斗, 小林幹京, 酒井一樹, 塩野谷明, 高橋弘毅, 宮地力, 櫻井義久, 中井一文, 江崎修央, 秋月拓磨
    • Organizer
      電子情報通信学会技術研究報告(パターン認識・メディア理解研究会)
    • Data Source
      KAKENHI-PROJECT-17K13179
  • [Presentation] Swimming Motion Classification for Coaching System by Using a Sensor Device2017

    • Author(s)
      Masahiro Kobayashi, Yuto Omae, Kazuki Sakai, Akira Shionoya, Hirotaka Takahashi Takuma Akiduki, Kazufumi Nakai, Nobuo Ezaki, Yoshihisa Sakurai, Chikara Miyaji
    • Organizer
      The 12th International Conference on Innovative Computing, Information and Control
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17K13179
  • [Presentation] Machine Learning-Based Collaborative Learning Optimizer toward Intelligent CSCL System2017

    • Author(s)
      Yuto Omae, Tatsuro Furuya, Kazutaka Mizukoshi, Takayuki Oshima, Norihisa Sakakibara, Yoshiaki Mizuochi, Kazuhiro Yatsushiro, Hirotaka Takahashi
    • Organizer
      2017 IEEE/SICE International Symposium on System Integration
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17K13179
  • 1.  高橋 弘毅 (40419693)
    # of Collaborated Projects: 3 results
    # of Collaborated Products: 19 results
  • 2.  大島 崇行 (60824224)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 0 results
  • 3.  八代 一浩 (30312177)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 0 results
  • 4.  水落 芳明 (40510053)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 0 results
  • 5.  榊原 範久 (50824231)
    # of Collaborated Projects: 2 results
    # of Collaborated Products: 0 results
  • 6.  Nishimura Makoto (80259829)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 7.  高橋 三男 (40197182)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 8.  大塚 友彦 (80262278)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 9.  清水 昭博 (90149914)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 10.  松井 義弘 (40300545)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 11.  濱住 啓之 (30822027)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 12.  一戸 隆久 (40290720)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 13.  城石 英伸 (30413751)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 14.  KOBAYASHI Masahiro
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 7 results
  • 15.  SAKAI Kazuki
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 7 results
  • 16.  秋月 拓磨
    # of Collaborated Projects: 0 results
    # of Collaborated Products: 2 results

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