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J-GLOBAL ID：200901058297395935   Update date: Sep. 20, 2024

Fukumi Minoru

福見 稔 | Fukumi Minoru
Affiliation and department：
The University of Tokushima Faculty of Engineering, Department of Information Science and Intelligent Systems

About The University of Tokushima Faculty of Engineering, Department of Information Science and Intelligent Systems


Job title： Associate Prof.
Homepage URL  (1)： https://sites.google.com/view/fukumi-lab/fukumis-home
Research field  (6)： Biomaterials ,  Biomedical engineering ,  Control and systems engineering ,  Sensitivity (kansei) informatics ,  Soft computing ,  Intelligent informatics
Research keywords  (19)： 回転コイン画像の認識 ,  心的回転のモデル化 ,  Genetic Algorithm ,  医用画像処理 ,  Pattern Recognition ,  Image Analysis ,  Rule Extraction from Neural Networks ,  EMG ,  Deep learning ,  Simple-FLDA ,  Statistical Learning Algorithm ,  信号からの知識・関数(ルール)抽出 ,  生物型情報処理 ,  信号処理 ,  ニューラルネットワーク ,  ヒューマンセンシング ,  Biological Informateir Processing ,  Signal Processing ,  Neural Network
Research theme for competitive and other funds  (23)：
  • 2020 - 2023 データの価値を高める深層学習と筋シナジーによる手首筋電認識ネットからのルール 生成
  • 2016 - 2020 深層ネットからのルール抽出に基づく手首筋電による革新的インタフェースの基盤構築
  • 2017 - 2018 深層学習を用いる口唇EMGによるサイレント音声認識と個人認証
  • 2013 - 2016 Basic research on an auxiliary system of Sit-to-Stand motion using lower limb EMG based on fast statisticl learning
  • 2010 - 2014 Research on New Interface Using Wrist and Ankle EMG
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Papers (368)：
  • Shafiq Muhammad Ibrahim, Rahayu Seri Kama, Syamimi Shamuddin, Minoru Fukumi. An Investigation of Heart Rate and Oxygen Saturation Level (SpO2) in Indicating Driving Fatigue. Malaysian Journal of Medicine and Health Sciences. 2024. 20. 3. 97-103
  • Muhammad Shafiq Ibrahim, Seri Rahayu Kama, Minoru Fukumi. Regression Analysis of Heart Rate for Driving Fatigue using Box-Behnken Design. Journal of Mechanical Engineering. 2024. 21. 1. 163-176
  • Shin-Ichi Ito, Momoyo Ito, Minoru Fukumi. Electroencephalogram Analysis Method to Detect Unspoken Answers to Questions Using Multistage Neural Networks. IEEE Access. 2023. 11. 137151-137162
  • Shafiq Muhammad Ibrahim, Rahayu Seri Kama, S. Shamsuddin, M.H.M. Isa, Minoru Fukumi. REGRESSION ANALYSIS OF OXYGEN SATURATION LEVEL FOR CRITICAL DRIVING FATIGUE FACTORS USING BOX-BEHNKEN DESIGN. Journal of Advanced Manufacturing Technology. 2023. 17. 3. 69-81
  • Shafiq Muhammad Ibrahim, Kamat Rahayu Seri, Syamimi Shamsuddin, Minoru Fukumi. Mathematical Regression Analysis of Oxygen Saturation for Driving Fatigue using Box-Behnken Design. International Journal of Emerging Technology and Advanced Engineering. 2022. 12. 9. 23-29
ｍore...
MISC (151)：
  • Momoyo Ito, Daiki Fujiwara, Shin-ichi Ito, Minoru Fukumi. Fundamental Study on the Influence of Driver Distraction Level on Face Orientation Change at Intersections. Proceedings of 7th International Symposium on Future Active Safety Technology toward zero traffic accidents. 2023. Thu-PM1-B-5-Thu-PM1-B-5
  • Eisuke Yamamoto, Momoyo Ito, Shin-ichi Ito, Minoru Fukumi. Separation of compound actions with wrist and finger based on EMG. Fifteenth International Conference on Quality Control by Artificial Vision. 2021
  • Hideyuki Mimura, Momoyo Ito, Shin-ichi ito, Minoru Fukumi. Personal authentication and recognition of aerial input Hiragana using deep neural network. Fifteenth International Conference on Quality Control by Artificial Vision. 2021
  • Tsubasa Fukui, Momoyo Ito, Shin-ichi Ito, Minoru Fukumi. Motion Identification of fingerspelling by Wrist EMG Analysis. 2020 IEEE Symposium Series on Computational Intelligence (SSCI). 2020. 1739-1744
  • Kazuki Nagatomo, Momoyo Ito, Shin-ichi Ito, Minoru Fukumi. Finger Motion Identification Based on Wrist EMG Analysis Using Machine Learning. Proc. of International Conference on System Science and Engineering. 2020. 522-523
ｍore...
Patents (3)：
  • パターン検出装置、パターン検出方法、パターン検出プログラム及びコンピュータで読み取り可能な記録媒体並びに記録した機器
  • パターン認識装置
  • 硬貨識別装置
Books (5)：
  • Character Recognition from Virtual Scenes and Vehicle License Plates using Genetic Algorithms and Neural Networks
    InTech Inc 2012
  • Neural Networks and 3D Edge genetic Template Matching for Real Time Face Detection and Recognition
    Idea Group Inc 2006
  • ファジィとソフトコンピューティングハンドブック
    共立出版株式会社 2000
  • On-Line Shape Recognition with Incremental Training Using a Neural Netaork with Binary Synaptic Weights.
    Industrial Application of Neural Networks 1999
  • On-Lione Shape Recognition with Incremental Training Using a Neural Network with Binary Synaptic Weights
    CRC Press 1996
Lectures and oral presentations  (730)：
  • Study on Discrimination of Finger Motions Based on EMG Signals
    (2019)
  • Personal authentication by walking motion using Kinect
    (2019)
  • 蓄積ストレス評価のための爪画像解析
    (電気学会電子·情報·システム部門大会 2019)
  • 車両ランプによる進行方向判別
    (電気学会電子·情報·システム部門大会 2019)
  • Electroencephalogram Data for Classifying Answers to Questions with Neural Networks and Support Vector Machine
    (International Conference on Electronics and Signal Processing, ICESP2019 2019)
ｍore...
Works (1)：
  • 筋電に基づくポインティングデバイスの開発
    2001 -
Education (6)：
  • 2005 - 2005 Universiti Technologi Malaysia
  • 1996 - 京都大学博士(工学)
  • 1985 - 1987 The University of Tokushima Graduate School of Engineering
  • - 1987 The University of Tokushima Graduate School, Division of Engineering
  • 1980 - 1984 The University of Tokushima Faculty of Engineering
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Professional career (2)：
  • (BLANK) (The University of Tokushima)
  • (BLANK) (Kyoto University)
Work history (10)：
  • 2018/04 - 現在 IEEJ Fellow
  • 2017/04 - 現在 Tokushima University Professor
  • 2005/10 - 2017/03 The University of Tokushima Faculty of Engineering
  • 1996/07 - 2005/09 - 徳島大学 助教授
  • 2005/02 - 2005/02 Universiti Teknologi Malaysia Visiting Professor
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Committee career (53)：
  • 2013/04 - 現在 信号処理学会 副編集長
  • 2023/09 - 2024/12 電気学会 電気学会2024年C部門大会委員
  • 2022/09 - 2023/12 電気学会 電気学会2023年C部門大会委員
  • 2021/09 - 2022/12 IEEJ 2022 IEEJ Annual Conference
  • 2020/09 - 2021/12 IEEJ 2021 IEEJ Annual Conference
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Awards (14)：
  • 2019/08 - International Conference on Electronics and Signal Processing Best presentation award Electroencephalogram Data for Classifying Answers to Questions with Neural Networks and Support Vector Machine
  • 2018/01 - Symposium on Intelligent Manufacturing and Mechatornics Best Paper Award Mathematical Modelling of Biomechanics Factors for Push Activities in Manufacturing Industr
  • 2017/09 - The 5th IIAE International Conference on Intelligent Systems and Image Processing 2017 Bset Student Paper Award A Method to Specify a Region of Character String in Augmented Reality
  • 2017/08 - Taiwan and Japan Conference on Circuits and Systems Student Presentation Award Evaluation of Driver Behavior Quantification using RSOM for Driver State Estimation
  • 2016/11 - (4th International Conference on Advanced Technology & Sciences (ICAT'Rome) Best Presenter Award Japanese Janken Recognition Based on Wrist EMG Analysis by CNN and SVM,
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Association Membership(s) (4)：
信号処理学会 ,  THE JAPANESE SOCIETY FOR ARTIFICIAL INTELLIGENCE ,  電子情報通信学会 ,  電気学会
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