FUKUMI Minoru

J-GLOBAL         Last updated: Nov 16, 2018 at 14:49
 
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Name
FUKUMI Minoru
Affiliation
The University of Tokushima
Section
Faculty of Engineering, Department of Information Science and Intelligent Systems
Job title
Associate Prof.
Degree
(BLANK)(The University of Tokushima), (BLANK)(Kyoto University)

Research Areas

 
 

Academic & Professional Experience

 
Apr 2018
 - 
Today
Fellow, IEEJ
 
Feb 2005
 - 
Feb 2005
Visiting Professor, Universiti Teknologi Malaysia
 
1987
 - 
1995
University of Tokushima, Research Associate
 
1995
 - 
1996
University of Tokushima, Lecturer
 
1996
   
 
- University of Tokushima, Associate Prof.
 

Education

 
Feb 2005
 - 
Feb 2005
Universiti Technologi Malaysia
 
 
 - 
1987
Graduate School, Division of Engineering, The University of Tokushima
 
 
 - 
1984
Faculty of Engineering, The University of Tokushima
 

Awards & Honors

 
Jan 2018
Mathematical Modelling of Biomechanics Factors for Push Activities in Manufacturing Industr, Best Paper Award, Symposium on Intelligent Manufacturing and Mechatornics
Winner: Kamat Rahayu Seri, Ani Firdaus Mohamad, Ghazali Athira, Shamsudin Syamami, Momoyo Ito and Minoru Fukumi
 
Sep 2017
A Method to Specify a Region of Character String in Augmented Reality, Bset Student Paper Award, The 5th IIAE International Conference on Intelligent Systems and Image Processing 2017
Winner: Takashi Higasa, Shin-ichi Ito, Momoyo Ito and Minoru Fukumi
 
Aug 2017
Evaluation of Driver Behavior Quantification using RSOM for Driver State Estimation, Student Presentation Award, Taiwan and Japan Conference on Circuits and Systems
Winner: Shunsuke Takata, Momoyo Ito, Kazuhito Sato, Shin-ichi Ito and Minoru Fukumi
 
Nov 2016
Japanese Janken Recognition Based on Wrist EMG Analysis by CNN and SVM,, Best Presenter Award, (4th International Conference on Advanced Technology & Sciences (ICAT'Rome)
Winner: Daiki Hiraoka, Shin-ichi Ito, Momoyo Ito and Minoru Fukumi
 
Aug 2015
Excellent poster award, IEEJ
 
Mar 2011
Best Paper Award
 
Sep 2005
Feature Generation by Simple-FLDA for Pattern, Best Paper Award, (KES International Conference 2005
Winner: Minoru Fukumi and Yasue Mitsukura
 
1999
A New Rule Extraction method from Neural Networks, Best Paper Presentation Award,, International Joint Conference on Neural Networks
 

Published Papers

 
An Electroencephalogram Analysis Method to Detect Preference Patterns Using Gray Association Degrees and Support Vector Machines
Shin-ichi Ito, Momoyo Ito and Minoru Fukumi
Advances in Science, Technology and Engineering Systems Journal   3(5) 105-108   Sep 2018   [Refereed]
Estimation of Tongue moison and Vowels of Silent Speech Based on EMG from Suprahyoid Muscles using CNN
FUKUMI Minoru
IEEJ Trans. on Electronics, Information, and Systems   138(7) 828-837   Jul 2018   [Refereed]
A Specification Method of Character String Region in Augmented Reality,
Higasa Takashi, Shin-ichi Ito, Momoyo Ito and Minoru Fukumi
Journal of the Institute of Industrial Applications Engineers   6(2) 73-79   Apr 2018   [Refereed]
Japanese Janken Recognition by Support Vector Machine Based on Electromyogram of Wrist
Daiki Hiraoka, Momoyo Ito, Shin-ichi Ito and Minoru Fukumi
ECTI TRANSACTIONS ON COMPUTER AND INFORMATION TECHNOLOGY   11(2) 154-162   Feb 2017   [Refereed]
Method to Classify Matching Patterns between Music and Humans Mood Using EEG Analysis Technique Considering Personality
Shin-ichi Ito, Momoyo Ito, Shoichiro Fujisawa and Minoru Fukumi
The Online Journal on Computer Science and Information Technology,   5(3) 341-345   May 2015   [Refereed]
Lost Property Detection by Template Matching using Genetic Algorithm and Randam Search
Takako Ikuno, Momoyo Ito, Shin-ichi Ito and Minoru Fukumi
Journal of Institute of Industrial Applications engineers   3(2) 59-64   Apr 2015   [Refereed]
Development of Eye Mouse Using EOG signals and Learning Vector Quantization Method
Peng Zhang, Momoyo Ito, Shin-ichi Ito and Minoru Fukumi
Journal of Institute of Industrial Applications engineers   3(2) 52-58   Apr 2015   [Refereed]
Preference Classification Method Using EEG Analysis Based on Gray Theory and Personality Analysis
Shin-ichi Ito, Momoyo Ito, Katsuya SATO, Shoichiro Fujisawa and Minoru Fukumi
The Online Journal on Computer Science and Information Technology   4(3) 276-280   May 2014   [Refereed]
A Nonlinear Learning Algorithm for Large Scale Datasets
Yohei Takeuchi, Shin-ichi Ito, Momoyo Ito, Minoru Fukumi
Internstional Journal of Engineering and Innovative Technology   2(7) 407-412   2013   [Refereed]
A Simple Interface for Mobile Robot Equipped with Single Camera using Motion Stereo Vision
Stephen Githinji Karungaru, Ishitani Atsushi, Shiraishi Takuya and Minoru Fukumi
International Journal of Machine Learning and Computing   2(5) 633-639   May 2012   [Refereed]

Misc

 
Face Detection and Recognition by Neural Networks and Genetic Algorithms
FUKUMI Minoru
Invited lecture (Universiti Teknologi Malaysia)      Feb 2005   [Invited]
Rotation invariant neural network with an edge detection network
Trans. IEE of Japan   112-C(8)    1992
A new neuron model"CONE"with fast convergence rate and its application to pattern recognition
IEICE Transactions   J73-D-2(4)    1990
Pattern recognition system insensitive to translation and rotation by neural network
Trans. IEE of JAPAN   110-C(3)    1990
Nonlinear adaptive filter with a neural network
Trans. of ISCIE   4(10)    1991
A new neuron model"CONE"and its learnign algorithm
Trans. IEE of Japan   110-C(3)    1990
Pattern recognition system insensitive to translation and rotation using neural networks with signum functions
Trans. of ISCIE   3(11)    1990
IEEE Transactions on Magnetics   24(1) 106-109   1988
Trans. IEE of Japan   115-C(10) 1199-1207   1995
A Method to design a Neural Network by the Genetic algorithm with partiol fitmess
Trans. of ISCIE Japan   9(2) 24-31   1996
Designing a neural network using a genetic algorithm with deternirnistic mutation and partial fitness
Journal of Intelligent and fuzzy systems   6 17-25   1998
A Method to Extract Rules from Neural Networks Formeg Using Evolutionary Algorithms
Trans. IEE of Japan   120-C(4) 1060-1065   2000
An Evolutionary Approach to Rule Generation from Trained Neural Pattern Recognition Systems
Journal of Systems Research and Information Systems(in press)      2001

Books etc

 
Character Recognition from Virtual Scenes and Vehicle License Plates using Genetic Algorithms and Neural Networks
Stephen Githinji Karungaru, Kenji Terada and Minoru Fukumi (Part:Joint Work)
InTech Inc   Oct 2012   
Neural Networks and 3D Edge genetic Template Matching for Real Time Face Detection and Recognition
Stephen Githinji Karungaru, Minoru Fukumi and Norio Akamatsu (Part:Joint Work, Chapter 9)
Idea Group Inc   Oct 2006   
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
FUKUMI Minoru (Part:Contributor, On-Lione Shape Recognition with Incremental Training Using a Neural Network with Binary Synaptic Weights)
CRC Press   Jul 1996   

Conference Activities & Talks

 
Dataset making for Japanese Vowels Recognition using Surface electromyogram measured with Bipolar Dry Type Sensors
Ryosuke Takabatake, Minoru Fukumi, Momoyo Ito, Shin-ichi Ito, Kamat Rahayu Binti Seri
National Convention Record I.E.E. Japan   14 Mar 2018   The Institute of Electrical Engineers of Japan
Personal Authentication Using EMG by Dry Electrodes
Shion Morikawa, Minoru Fukumi, Momoyo Ito, Shin-ichi Ito, Kamat Rahayu Binti Seri
National Convention Record I.E.E. Japan   14 Mar 2018   The Institute of Electrical Engineers of Japan
Estimation of Tongue Motion and Silent Speech Based on EMG from Suplahyoid Muscles Using CNN
Taisei Watanabe, Tadahiro Oyama, Minoru Fukumi
電気学会電子情報システム部門大会論文集   6 Sep 2017   The Institute of Electrical Engineers of Japan
Character Input System using Gesture Motion in Augmented Reality
FUKUMI Minoru and others
電気学会電子・情報・システム部門大会論文集   6 Sep 2017   The Institute of Electrical Engineers of Japan
Recognition of Aerial Numerals by Leap Motion and CNN
Shun Yamamoto, Shin-ichi Ito, Momoyo Ito, Minoru Fukumi, Kamat Rahayu Binti Seri
National Convention Record I.E.E. Japan   14 Mar 2018   The Institute of Electrical Engineers of Japan
Design a manual culf massager for prolonged standing workers by using ergonomic approach
FUKUMI Minoru and others
日本機械学会・第27回設計工学システム部門講演会2017・講演論文集   13 Sep 2017   Japan Society of Mechanical Engineers
A construction framework of decision support system for improving driving fatigue
FUKUMI Minoru and others
日本機械学会生産システム部門研究発表講演会2018・講演論文集   14 Mar 2018   Japan Society of Mechanical Engineers
Personal Authentication and Hand Motion Recognition Based on Wrist EMG Analysis by a Convolutional Neural Network
Ryohei Shioji, Shin-ichi Ito, Momoyo Ito, Minoru Fukumi
Proc. of 2018 International Conference on Internet of Things and Intelligence System (IOTAIS)   2 Nov 2018   IEEE
Development of ergonomic monitoring system for safe assembly task in manufacturing
FUKUMI Minoru and others
日本機械学会生産システム部門研究発表講演会2018・講演論文集   14 Mar 2018   Japan Society of Mechanical Engineers
Authentication of Aerial Input Numerals by Leap Motion and CNN
Shun Yamamoto, Shin-ichi Ito, Momoyo Ito, Minoru Fukumi
Proc. of 2018 International Conference on Internet of Things and Intelligence System (IOTAIS)   2 Nov 2018   IEEE

Research Grants & Projects

 
Grants-in-Aid for Scientific Research
Project Year: Apr 2016 - Mar 2020    Investigator(s): 福見 稔
Grants-in-Aid for Scientific Research
Project Year: Apr 2013 - Mar 2016    Investigator(s): Fukumi Minoru
Grants-in-Aid for Scientific Research
Project Year: Oct 2010 - Mar 2014    Investigator(s): FUKUMI MINORU
Grants-in-Aid for Scientific Research
Project Year: Apr 2007 - Mar 2009    Investigator(s): FUKUMI Minoru
Grants-in-Aid for Scientific Research
Project Year: Apr 2003 - Mar 2005    Investigator(s): FUKUMI Minoru
Grants-in-Aid for Scientific Research
Project Year: Apr 2002 - Mar 2005    Investigator(s): 赤松 則男
Grants-in-Aid for Scientific Research
Project Year: Apr 2001 - Mar 2003    Investigator(s): FUKUMI Minoru
Grants-in-Aid for Scientific Research
Project Year: Apr 1990 - Mar 1991    Investigator(s): 小野 典彦
Grants-in-Aid for Scientific Research
Project Year: Apr 1988 - Mar 1990    Investigator(s): MORISUE Toshiya
Grants-in-Aid for Scientific Research
Project Year: Apr 1988 - Mar 1989    Investigator(s): 大松 繁

Social Contribution

 
Foreign Examiner
[Advisor]  University of Malaya in Malaysia  Sep 2012
Foreign Examiner
[Advisor]  University of Malaya in Malaysia  Sep 2009
Foreign Examiner
[Advisor]  University of Malaya in Malaysia  Sep 2007
Foreign Examiner
[Advisor]  University of Malaya in Malaysia  Sep 2003