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Paper Abstract and Keywords
Presentation 2018-10-19 09:30
Person recognition by gait using an Extreme Learning Machine
Hayato Benitani, Masaharu Adachi (Tokyo Denki Univ.) CAS2018-49 NLP2018-84
Abstract (in Japanese) (See Japanese page) 
(in English) In this research, we propose a method of person recognition using an Extreme Learning Machine (ELM). We proposed an ELM whose inputs are Gait Energy Images (GEI) that are images including gait features and whose desired outputs are class labels. Recognition experiments with the proposed ELM using the same large scale gait database of the conventional methods were performed. As a result, the proposed method realized greatly shorten the calculation time and reducing calculation costs.
Keyword (in Japanese) (See Japanese page) 
(in English) Extreme Learning Machine / Gait Energy Image / / / / / /  
Reference Info. IEICE Tech. Rep., vol. 118, no. 243, NLP2018-84, pp. 63-68, Oct. 2018.
Paper # NLP2018-84 
Date of Issue 2018-10-11 (CAS, NLP) 
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)
Download PDF CAS2018-49 NLP2018-84

Conference Information
Committee CAS NLP  
Conference Date 2018-10-18 - 2018-10-19 
Place (in Japanese) (See Japanese page) 
Place (in English) Tohoku Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Mathematical modeling, numerical simulation etc. 
Paper Information
Registration To NLP 
Conference Code 2018-10-CAS-NLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Person recognition by gait using an Extreme Learning Machine 
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Keyword(1) Extreme Learning Machine  
Keyword(2) Gait Energy Image  
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1st Author's Name Hayato Benitani  
1st Author's Affiliation Tokyo Denki University (Tokyo Denki Univ.)
2nd Author's Name Masaharu Adachi  
2nd Author's Affiliation Tokyo Denki University (Tokyo Denki Univ.)
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Speaker Author-1 
Date Time 2018-10-19 09:30:00 
Presentation Time 25 minutes 
Registration for NLP 
Paper # CAS2018-49, NLP2018-84 
Volume (vol) vol.118 
Number (no) no.242(CAS), no.243(NLP) 
Page pp.63-68 
#Pages 6 
Date of Issue 2018-10-11 (CAS, NLP) 

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