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Paper Abstract and Keywords
Presentation 2015-06-19 10:25
A new approach for gesture recognition by EMG sensors
Yoichi Nagashima (SUAC) PRMU2015-54 SP2015-23 WIT2015-23
Abstract (in Japanese) (See Japanese page) 
(in English) This is a experimental report about an application with EMG sensing. I have developed some generation of EMG sensors, and have used them as new interfaces for musical expression. As a next step, I tested to recognize gestures of palm with 4-channel EMG sensor using 200band FFT analysis (realtime pattern matching). Just now I develop slight algorithm called "Lissajous Analysis" and got better result to recognize gestures of palm with 8-channel EMG sensor using realtime pattern matching. The key point is the visual biofeedback of the system. All subjects generate different parameters with gestures of the palm, there was not “general” rule of EMG gesture. Each subject has special parameter patterns compared to the whole subjects, and I showed the score of the special parameters to the subject with growing bar-graph in real time. The subject did not know the meaning of each control about parameters, but the score grew better by trying to relax and/or make tension unconsciously.
Keyword (in Japanese) (See Japanese page) 
(in English) EMG sensor / Gesture Analyze / Realtime Recognition / / / / /  
Reference Info. IEICE Tech. Rep., vol. 115, no. 98, PRMU2015-54, pp. 131-136, June 2015.
Paper # PRMU2015-54 
Date of Issue 2015-06-11 (PRMU, SP, WIT) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
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All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF PRMU2015-54 SP2015-23 WIT2015-23

Conference Information
Committee WIT SP ASJ-H PRMU  
Conference Date 2015-06-18 - 2015-06-19 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
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Paper Information
Registration To PRMU 
Conference Code 2015-06-WIT-SP-H-PRMU 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A new approach for gesture recognition by EMG sensors 
Sub Title (in English)  
Keyword(1) EMG sensor  
Keyword(2) Gesture Analyze  
Keyword(3) Realtime Recognition  
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1st Author's Name Yoichi Nagashima  
1st Author's Affiliation Shizuoka University of Art and Culture (SUAC)
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Speaker Author-1 
Date Time 2015-06-19 10:25:00 
Presentation Time 25 minutes 
Registration for PRMU 
Paper # PRMU2015-54, SP2015-23, WIT2015-23 
Volume (vol) vol.115 
Number (no) no.98(PRMU), no.99(SP), no.100(WIT) 
Page pp.131-136 
#Pages
Date of Issue 2015-06-11 (PRMU, SP, WIT) 


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