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
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
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
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
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

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MISC (150)：

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
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

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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)

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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 (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

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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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