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Paper Abstract and Keywords
Presentation 2014-03-17 16:20
A method to improve the performance of auto-associative memory for face recognition
Hiroshi Kage (Mitsubishi Electric) NC2013-101
Abstract (in Japanese) (See Japanese page) 
(in English) The recent increase of surveillance cameras installed in public spaces is evoking a strong demand for face recognition systems which tolerates partially occluded or non-frontal faces. With this trend as a background, we are developing a novel face recognition system by utilizing an auto-associative memory. To improve the performance of the auto-associative memory based on a three-layer perceptron, we introduced a functionality of lateral inhibition to our framework in updating the weights from the hidden layer to the output layer in the learning process. The simulation results showed the effectiveness of introducing the lateral inhibition although we failed to obtain the overall improvement for each subject included in the benchmark face database we used.
Keyword (in Japanese) (See Japanese page) 
(in English) video surveillance / non-frontal faces / auto-associative memory / back-propagation / lateral inhibition / / /  
Reference Info. IEICE Tech. Rep., vol. 113, no. 500, NC2013-101, pp. 75-80, March 2014.
Paper # NC2013-101 
Date of Issue 2014-03-10 (NC) 
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 NC2013-101

Conference Information
Committee NC MBE  
Conference Date 2014-03-17 - 2014-03-18 
Place (in Japanese) (See Japanese page) 
Place (in English) Tamagawa University 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To NC 
Conference Code 2014-03-NC-MBE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A method to improve the performance of auto-associative memory for face recognition 
Sub Title (in English)  
Keyword(1) video surveillance  
Keyword(2) non-frontal faces  
Keyword(3) auto-associative memory  
Keyword(4) back-propagation  
Keyword(5) lateral inhibition  
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1st Author's Name Hiroshi Kage  
1st Author's Affiliation Mitsubishi Electric Corporation (Mitsubishi Electric)
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Speaker Author-1 
Date Time 2014-03-17 16:20:00 
Presentation Time 20 minutes 
Registration for NC 
Paper # NC2013-101 
Volume (vol) vol.113 
Number (no) no.500 
Page pp.75-80 
#Pages 6 
Date of Issue 2014-03-10 (NC) 

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