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Paper Abstract and Keywords
Presentation 2014-03-08 09:45
Sign Language Word Recognition Using Via-point Information of Arm Movement and Correlation of the Left and Right Arm.
Shinpei Igari, Naohiro Fukumura (Toyohashi Univ. of Tech.) WIT2013-80
Abstract (in Japanese) (See Japanese page) 
(in English) We have studied Japanese sign Language (JSL) recognition using via-points based on the minimum jerk model. In our previous research, we treated only JSL represented by the movement of the right arm. In this report, in order to recognize JSL represented by the movements of both arms, we investigated an integration method of the matching result of the left arm and right arm. In addition, we classified JSL into three kinds based on a correlation coefficient and difference of the moving distance in the movements of both arms. As a result of recognition experiment, the recognition rate was 98% or more in 80 words from multiple speakers.
Keyword (in Japanese) (See Japanese page) 
(in English) Sign Language Recognition / Minimum Jerk Model / Via-Points / Correlation of Both Arms / / / /  
Reference Info. IEICE Tech. Rep., vol. 113, no. 481, WIT2013-80, pp. 75-80, March 2014.
Paper # WIT2013-80 
Date of Issue 2014-02-28 (WIT) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
Copyright
and
reproduction
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)
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Conference Information
Committee WIT  
Conference Date 2014-03-07 - 2014-03-08 
Place (in Japanese) (See Japanese page) 
Place (in English) Kasuga Campus, Tsukuba University of Technology 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Well-being Information Technology, etc. 
Paper Information
Registration To WIT 
Conference Code 2014-03-WIT 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Sign Language Word Recognition Using Via-point Information of Arm Movement and Correlation of the Left and Right Arm. 
Sub Title (in English)  
Keyword(1) Sign Language Recognition  
Keyword(2) Minimum Jerk Model  
Keyword(3) Via-Points  
Keyword(4) Correlation of Both Arms  
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1st Author's Name Shinpei Igari  
1st Author's Affiliation Toyohashi University of Technology (Toyohashi Univ. of Tech.)
2nd Author's Name Naohiro Fukumura  
2nd Author's Affiliation Toyohashi University of Technology (Toyohashi Univ. of Tech.)
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Speaker
Date Time 2014-03-08 09:45:00 
Presentation Time 25 
Registration for WIT 
Paper # IEICE-WIT2013-80 
Volume (vol) IEICE-113 
Number (no) no.481 
Page pp.75-80 
#Pages IEICE-6 
Date of Issue IEICE-WIT-2014-02-28 


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