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Paper Abstract and Keywords
Presentation 2010-12-03 10:50
How should we combine detection and tracking to achieve accurate pedestrian recognition?
Hiroki Sugano, Ryusuke Miyamoto (NAIST) SIS2010-50
Abstract (in Japanese) (See Japanese page) 
(in English) Accurate pedestrian recognition is required in collision
avoidance of automotive applications and intruder detection systems.
Generally, pedestrian recognition is performed by combining
detection and tracking.
The combination of different two procedures makes it possible
to recognize occluded pedestrians and multiple pedestrians.
In this paper, we have proposed a novel pedestrian recognition
scheme combining CoHOG-based detection and HSV-based tracking
using the particle filter. In the proposed scheme, dense proposal
distribution required for tracking based on the particle filter
is generated by convoluting likelihood obtained from CoHOG-based
detection with Gaussian kernel.
Keyword (in Japanese) (See Japanese page) 
(in English) Pedestrian Recognition / CoHOG / Particle Filter / / / / /  
Reference Info. IEICE Tech. Rep., vol. 110, no. 322, SIS2010-50, pp. 89-94, Dec. 2010.
Paper # SIS2010-50 
Date of Issue 2010-11-25 (SIS) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
Copyright
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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 SIS2010-50

Conference Information
Committee SIS  
Conference Date 2010-12-02 - 2010-12-03 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To SIS 
Conference Code 2010-12-SIS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) How should we combine detection and tracking to achieve accurate pedestrian recognition? 
Sub Title (in English)  
Keyword(1) Pedestrian Recognition  
Keyword(2) CoHOG  
Keyword(3) Particle Filter  
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1st Author's Name Hiroki Sugano  
1st Author's Affiliation Nara Institute of Science and Technology (NAIST)
2nd Author's Name Ryusuke Miyamoto  
2nd Author's Affiliation Nara Institute of Science and Technology (NAIST)
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Speaker
Date Time 2010-12-03 10:50:00 
Presentation Time 20 
Registration for SIS 
Paper # IEICE-SIS2010-50 
Volume (vol) IEICE-110 
Number (no) no.322 
Page pp.89-94 
#Pages IEICE-6 
Date of Issue IEICE-SIS-2010-11-25 


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