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Shinomiya Yuki  四宮 友貴

ORCIDConnect your ORCID iD *help
Researcher Number 90843251
Other IDs
Affiliation (Current) 2025: 静岡理工科大学, 情報学部, 准教授
2025: 高知工科大学, 情報学群, 助教
Affiliation (based on the past Project Information) *help 2022 – 2024: 静岡理工科大学, 情報学部, 講師
2021: 高知工科大学, 情報学群, 助教
Review Section/Research Field
Principal Investigator
Basic Section 61030:Intelligent informatics-related
Except Principal Investigator
Basic Section 61030:Intelligent informatics-related
Keywords
Principal Investigator
敵対的生成ネットワーク / 点群表現 / ボクセル表現 / 表現学習 / 深層学習 / MRI構造画像 / 畳み込みニューラルネットワーク
Except Principal Investigator
地球温暖化防止RCPシナリオ / RCPシナリオ未来予測データ / 機械学習 / Cascaded‐ANFIS / 降雨-流出(R-R)長期AI予測
  • Research Projects

    (2 results)
  • Research Products

    (5 results)
  • Co-Researchers

    (1 People)
  •  Verification of the Feasibility of Long-Term Rainfall-Runoff Prediction Using Cascaded-ANFIS and Machine Learning

    • Principal Investigator
      星野 孝総
    • Project Period (FY)
      2024 – 2026
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 61030:Intelligent informatics-related
    • Research Institution
      Kochi University of Technology
  •  MRI画像におけるボクセルデータから点群データへの表現学習Principal Investigator

    • Principal Investigator
      四宮 友貴
    • Project Period (FY)
      2021 – 2024
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 61030:Intelligent informatics-related
    • Research Institution
      Shizuoka Institute of Science and Technology
      Kochi University of Technology

All 2023 2021

All Presentation

  • [Presentation] CNNベースのセグメンテーションモデルによるMRI画像の特徴を抽出すべき段階の検証2023

    • Author(s)
      梅田 響, 四宮 友貴
    • Organizer
      日本知能情報ファジィ学会 ファジィ システム シンポジウム
    • Data Source
      KAKENHI-PROJECT-21K17810
  • [Presentation] Effects of Pseudo Labels in Pose Estimation Models Using Semi-supervised Learning2023

    • Author(s)
      Harunobu Ariga, Yuki Shinomiya
    • Organizer
      8th International Workshop on Advanced Computational Intelligence and Intelligent Informatics
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K17810
  • [Presentation] Exploring Whether CNN-Based Segmentation Models Should Extract Features in Earlier or Later Stages for MRI Images2023

    • Author(s)
      Hibiki Umeda, Yuki Shinomiya
    • Organizer
      8th International Workshop on Advanced Computational Intelligence and Intelligent Informatics
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K17810
  • [Presentation] 半教師あり学習を用いた姿勢推定モデルにおけるアノテーション削減の検証2023

    • Author(s)
      有賀 晴信, 四宮 友貴
    • Organizer
      日本知能情報ファジィ学会 ファジィ システム シンポジウム
    • Data Source
      KAKENHI-PROJECT-21K17810
  • [Presentation] Analysis of Trained Convolutional Neural Network using Generative Adversarial Network2021

    • Author(s)
      Yasuyuki Tsutsui, Yuki Shinomiya, Shinichi Yoshida
    • Organizer
      The 7th InternationalWorkshop on Advanced Computational Intelligence and Intelligent Informatics (IWACIII2021)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K17810
  • 1.  星野 孝総 (10351321)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results

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