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Paper Abstract and Keywords
Presentation 2009-12-18 15:10
Discriminative Pixel-Pair Feature Selection for Tracking
Kenji Nishida, Takio Kurita (AIST), Masakatsu Higashikubo (SEI) PRMU2009-152
Abstract (in Japanese) (See Japanese page) 
(in English) A novel visual tracking algorithm is proposed in this paper. The algorithm
plays an important role in a cooperative driving support system (DSSS)
that is aimed at reducing traffic fatalities and injuries. The input
to the algorithm is a gray-scale image for every video frame from
a roadside camera, and the algorithm can be used to detect the existence
of vehicles on the road and then track their trajectories. In this
algorithm, discriminative pixel-pair feature selection is adopted
to discriminate between an image patch with an object in the correct
position and image patches with objects in an incorrect position.
The proposed algorithm showed stable and precise tracking performance
when implemented in various illumination conditions and traffic conditions;
the performance was especially good for the low-contrast vehicles
running against a high-contrast background.
Keyword (in Japanese) (See Japanese page) 
(in English) ITS / Image processing / Object Tracking / Classifier / / / /  
Reference Info. IEICE Tech. Rep., vol. 109, no. 344, PRMU2009-152, pp. 77-82, Dec. 2009.
Paper # PRMU2009-152 
Date of Issue 2009-12-10 (PRMU) 
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 PRMU2009-152

Conference Information
Committee PRMU  
Conference Date 2009-12-17 - 2009-12-18 
Place (in Japanese) (See Japanese page) 
Place (in English) Fujihara Cultural Center 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To PRMU 
Conference Code 2009-12-PRMU 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Discriminative Pixel-Pair Feature Selection for Tracking 
Sub Title (in English)  
Keyword(1) ITS  
Keyword(2) Image processing  
Keyword(3) Object Tracking  
Keyword(4) Classifier  
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Keyword(6)  
Keyword(7)  
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1st Author's Name Kenji Nishida  
1st Author's Affiliation National Institute of Advanced Industrial Science and Technology (AIST)
2nd Author's Name Takio Kurita  
2nd Author's Affiliation National Institute of Advanced Industrial Science and Technology (AIST)
3rd Author's Name Masakatsu Higashikubo  
3rd Author's Affiliation Sumitomo Electric Industries (SEI)
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Speaker Author-1 
Date Time 2009-12-18 15:10:00 
Presentation Time 30 minutes 
Registration for PRMU 
Paper # PRMU2009-152 
Volume (vol) vol.109 
Number (no) no.344 
Page pp.77-82 
#Pages 6 
Date of Issue 2009-12-10 (PRMU) 

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