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Paper Abstract and Keywords
Presentation 2010-02-15 13:50
Automatic Detection of Human Beings in an Image by Using Feature Map
Hiroki Takiguchi, Junji Maeda (Muroran Inst. of Tech.) ITS2009-54 IE2009-148
Abstract (in Japanese) (See Japanese page) 
(in English) The purpose of this paper is the automatic detection of human beings in a static image. We propose the method of human detection by using the feature map based on the visual attention model. The proposed algorithm
uses the features of orientation and gradient magnitude for human detection. We also propose to use the symmetric filter to incorporate bilateral symmetry of human. The use of Gaussian pyramids for making
the feature map enables the detection of the most salient feature location. Finally, the human detection is performed by using the human feature map, that is obtained by integrating each feature, and nonlinear
support vector machines.
Keyword (in Japanese) (See Japanese page) 
(in English) visual attention model / feature extraction / human feature map / support vector machine / human detection / / /  
Reference Info. IEICE Tech. Rep., vol. 109, pp. 101-106, Feb. 2010.
Paper #  
Date of Issue 2010-02-08 (ITS, IE) 
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 ITS2009-54 IE2009-148

Conference Information
Committee ITE-AIT IE ITE-HI ITE-ME ITS  
Conference Date 2010-02-15 - 2010-02-16 
Place (in Japanese) (See Japanese page) 
Place (in English) Graduate School of Information and Technology, Hokkaido Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To ITE-ME 
Conference Code 2010-02-AIT-IE-HI-ME-ITS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Automatic Detection of Human Beings in an Image by Using Feature Map 
Sub Title (in English)  
Keyword(1) visual attention model  
Keyword(2) feature extraction  
Keyword(3) human feature map  
Keyword(4) support vector machine  
Keyword(5) human detection  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Hiroki Takiguchi  
1st Author's Affiliation Muroran Institute of Technology (Muroran Inst. of Tech.)
2nd Author's Name Junji Maeda  
2nd Author's Affiliation Muroran Institute of Technology (Muroran Inst. of Tech.)
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Speaker Author-1 
Date Time 2010-02-15 13:50:00 
Presentation Time 25 minutes 
Registration for ITE-ME 
Paper # ITS2009-54, IE2009-148 
Volume (vol) vol.109 
Number (no) no.414(ITS), no.415(IE) 
Page pp.101-106 
#Pages 6 
Date of Issue 2010-02-08 (ITS, IE) 

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