Rchr
J-GLOBAL ID:200901058297395935
Update date: Feb. 01, 2024
Fukumi Minoru
福見 稔 | Fukumi Minoru
Affiliation and department:
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
- 2011 - 2013 画像処理を用いた薬剤分包機用計測モジュールおよびカートリッジの開発
- 2007 - 2009 Development of new wrist EMG interface based on fast feature generation by on-line learning
- 2005 - 2006 近赤外線カメラと新統計的学習アルゴリズムに基づくドライバーのモニタリング
- 2003 - 2005 On-line learning EMG driven Interface and high speed learning and rule generation
- 2002 - 2005 カーボン・ナノチューブを用いる太陽光エネルギー変換装置の開発
- 2003 - 2004 手首EMGに基づく次世代携帯端末用インタフェースの基礎研究
- 2001 - 2003 Rule Insertion and Extraction in Evolutionary Neural Networks for Image Retrieval
- 2002 - 2003 知的画像検索のためのニューラルネットへの知識埋め込みと規則抽出(継続)
- 2002 - 2003 筋電信号に基づく次世代携帯端末用インタフェースの研究
- 2001 - 2002 超高速顔検出の研究
- 2001 - 2002 知的画像検索のためのニューラルネットへの知識埋め込みと規則抽出
- 1990 - 1991 知識システム群の協調メカニズムに関する基礎研究
- 1990 - 1991 ニューラルネットワークのモデル開発とパターン認識への応用に関する研究
- 1988 - 1990 Study on Systematic Numerical Analysis of Three Dimensional Magnetic Fields
- 1988 - 1989 地域特性・環境・経済性に立脚したエネルギー問題に対する意思決定支援システムの開発
- Knowledge processing by Neural Networks
- Genetic algorithm and Eudutional system
- Pattern Recognition by Neural Networks
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Papers (339):
-
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
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Ani Firdaus Mohammad, Kamat Rahayu Seri, Minoru Fukumi, Minhat Mohamad, Abdullah Abu, Husin Kalthom. Designing a graphical user interface for the decision support system of driving fatigue. International Journal of Advanced Mechatronic Systems. 2021. 9. 1. 30-37
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Shin-ichi Ito, Momoyo Ito, Minoru Fukumi. Individual Differences in Brain Activities When Human Wishes to Listen to Music Continuously Using Near-Infrared Spectroscopy. International Journal of Advanced Science and Technology. 2020. 29. 6. 807-813
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Shin-ichi Ito, Momoyo Ito, Minoru Fukumi. Japanese sign language classification based on gathered images and neural networks. International Journal of Advances in Intelligent Informatics. 2020. 5. 3. 243-255
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Ani Firdaus Mohammad, Kamat Rahayu Seri, Minoru Fukumi, Noh Azila Nor. A Critical Review on Driver Fatigue Detection and Monitoring System,. International Journal of Road Safety. 2020. 1. 2. 53-58
more...
MISC (150):
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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
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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
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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
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Shin-ichi Ito, Momoyo Ito, Minoru Fukumi. Japanese Sign Language Classification Using Gathered Images and Convolutional Neural Networks. 2020 IEEE 2nd Global Conference on Life Sciences and Technologies (LifeTech). 2020. 349-350
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):
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Character Recognition from Virtual Scenes and Vehicle License Plates using Genetic Algorithms and Neural Networks
InTech Inc 2012
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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):
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
- 1995 - 1996 The University of Tokushima
- 1995 - 1996 University of Tokushima, Lecturer
- 1996 - - University of Tokushima, Associate Prof.
- 1987 - 1995 The University of Tokushima
- 1987 - 1995 University of Tokushima, Research Associate
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Committee career (51):
- 2013/04 - 現在 信号処理学会 副編集長
- 2021/09 - 2022/12 IEEJ 2022 IEEJ Annual Conference
- 2020/09 - 2021/12 IEEJ 2021 IEEJ Annual Conference
- 2020/09 - 2021/09 電気学会 2021年度 C部門大会委員会副委員長
- 2020/06 - 2021/05 電気学会 研究会資料電子化検討WG
- 2020/06 - 2021/05 電気学会 研究調査会議委員
- 2020/06 - 2021/05 電気学会 電子・情報・システム部門上級会員推薦検討委員会委員長
- 2020/06 - 2021/05 電気学会 電子・情報・システム部門表彰委員会副委員長
- 2020/06 - 2021/05 電気学会 総務会議委員
- 2019/05 - 2021/05 電気学会 C部門副部門長
- 2019/09 - 2020/12 IEEJ 2020 IEEJ Annual Conference
- 2019/05 - 2020/05 電気学会 英文誌編修委員会委員
- 2019/05 - 2020/05 電気学会 編修会議委員
- 2019/05 - 2020/05 電気学会 C部門編修委員長
- 2019/05 - 2020/04 電気学会 会計会議委員
- 2014/10 - 2015/05 ASCC2015 Program Committee member
- 2013/01 - 2013/07 The 15th IASTED international conference on Signal and Image Processing (SIP 2013), Program Committee Member
- 2012/10 - 2013/03 CCCT2013 Program Committee member
- 2010/12 - 2011/09 IEEE ICDIM 2011 conference, Program Committee Member
- 2010/08 - 2011/05 The IASTED conference on Image and Signal Processing in Health Care and Technology (ISPHT 2011) Program Committee Member
- 2010/09 - 2011/03 DIA2011 実行委員会委員
- 2010/01 - 2010/12 The International Conference on Signal-Image Technology & Internet-Based Systems (SITIS' 2010) Program Committee Member
- 2010/01 - 2010/09 KES 2010 international conference, Program Committee Member
- 2009/08 - 2010/03 IEEE-AMC2010 conference, Niigata Program Committee Member
- 2009/04 - 2009/09 電気学会C部門大会 大会委員会副委員長
- 2008/06 - 2009/09 電気学会C部門大会 現地実行委員長
- 2008/12 - 2009/03 International MultiConference of Engineers and Computer Scientists IMECS 2009 Co-chair
- 2008/01 - 2008/11 The Fourth International Conference on Signal-Image Technology & Internet-Based Systems (SITIS' 2008) Program Committee Member
- 2007/12 - 2008/08 The IASTED conference on Signal and Image Processing (SIP 2008) Program Committee Member
- 2007/11 - 2008/07 ICEE2008 論文委員会委員
- 2007/10 - 2008/07 The International Conference on Electorical Engineering (ICEE 2008) Program Committee Member
- 2007/10 - 2008/07 The 5th International Conference on Computing, Communications and Control Technologies (CCCT 2008) Program Committee Member
- 2007/07 - 2008/03 The International MultiConference of Engineers and Computer Scientists (IMECS, the 2008 IAENG International Conference on Imaging Engineering) 2008 Program Committee Member
- 2007/04 - 2008/03 電気学会C部門 編集委員会C2主査
- 2006/04 - 2008/03 情報処理学会 四国支部評議員
- 2007/08 - 2007/11 IASTED-SIP Program Committee member
- 2007/01 - 2007/11 Malaysia-Japan International Symposium on Advanced Technology 2007 (MJISAT) Program Committee Member
- 2006/12 - 2007/09 SICE Annual Conference 2007, Takamatsu Program Committee Member
- 2006/10 - 2007/07 The 5th International Conference on Computing, Communications and Control Technologies (CCCT 2007) Program Committee Member
- 2006/05 - 2007/03 The International MultiConference of Engineers and Computer Scientists (IMECS, The 2007 IAENG International Conference on Imaging Engineering) 2007 conferences Program Committee Member
- 2005/04 - 2007/03 電気学会C部門 編集委員会幹事
- 2005/01 - 2006/12 計測自動制御学会 四国支部評議員
- 2005/01 - 2005/12 The First International Conference on Mechatoronics Technology Program Committee Member
- 2004/11 - 2005/07 電子情報通信学会 回路とシステム特集号SED05編集委員
- 2004/10 - 2005/05 The First International Conference on Complex Medical Engineering-CME2005 Program Committee Member
- 2002/10 - 2003/07 The 7th World Multiconference on Systemics, Cybernetics and Informatics Program Committee Member
- 2001/10 - 2002/07 The 6th World Multiconference on Systemics, Cybernetics and Informatics Program Committee Member
- 1999 - 計測自動制御学会 四国支部庶務
- The IASTED conference on Image and Signal Processing in Health Care and Technology (ISPHT 2012) Program Committee Member
- . The IASTED conference on Signal and Image Processing (SIP 2007) Program Committee Member
- The First Asia-Pacific Conference on Simulated Evolution And Learning (SEAL'96) Organizing Committee Members
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Awards (13):
- 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,
- 2015/08 - IEEJ Excellent poster award
- 2011/03 - Best Paper Award
- 2010/09 - 電気学会C部門 貢献賞
- 2005/09 - KES'2005 (9th International Conference on Knowledge-Based & Intelligent Information & Engineering Systems),Melbourne, Australia, Best Paper Award.
- 2005/09 - KES International Conference 2005 Best Paper Award Feature Generation by Simple-FLDA for Pattern
- 2003 - 2003 7th World Multi-Conference on Systemics, cybernetics and Informatics
- 2002 - 2002 6th World Multi-Conference on Systemics, cybernetics and Informatics
- 1999 - International Joint Conference on Neural Networks Best Paper Presentation Award, A New Rule Extraction method from Neural Networks
- 1995/07 - 計測自動制御学会 論文賞 回転に不変なニューラルパターン認識システムとその回転コイン認識への応用
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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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