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Paper Abstract and Keywords
Presentation 2010-01-22 11:00
Mean Shift Tracking based on Feature Selection and Multiple Subtrakers
Kohei Maruyama, Takeshi Saitoh, Ryosuke Konishi (Tottori Univ.) CQ2009-96 PRMU2009-195 SP2009-136 MVE2009-118
Abstract (in Japanese) (See Japanese page) 
(in English) This paper proposes the Mean Shift tracking combined feature selection and multiple subtrackers. Our method has three advantages. (1) Robust to the change of the background environment by using feature selection method. (2) Robust to the change of the shape and achieve the accurate modeling by multiple subtrackers. (3) Respond to the rapid scale change to change the number of subtrackers adaptive in each frame. The overview of our method is as follows: the feature selection is applied to select effective feature in each frame based on the parent tracker of previous frame. Then multiple subtrackers are generated. Each subtracker is applied the mean shift tracking. Finally, the elimination and fusion processes are applied and estimate new location. The proposed method confirmed high tracking accuracy was obtained compared with the traditional method though the problem at the processing time was remained.
Keyword (in Japanese) (See Japanese page) 
(in English) Mean shift tracking / feature selection / subtrackers / / / / /  
Reference Info. IEICE Tech. Rep., vol. 109, no. 374, PRMU2009-195, pp. 267-272, Jan. 2010.
Paper # PRMU2009-195 
Date of Issue 2010-01-14 (CQ, PRMU, SP, MVE) 
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. (No. 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF CQ2009-96 PRMU2009-195 SP2009-136 MVE2009-118

Conference Information
Committee PRMU SP MVE CQ  
Conference Date 2010-01-21 - 2010-01-22 
Place (in Japanese) (See Japanese page) 
Place (in English) Kyoto Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To PRMU 
Conference Code 2010-01-PRMU-SP-MVE-CQ 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Mean Shift Tracking based on Feature Selection and Multiple Subtrakers 
Sub Title (in English)  
Keyword(1) Mean shift tracking  
Keyword(2) feature selection  
Keyword(3) subtrackers  
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1st Author's Name Kohei Maruyama  
1st Author's Affiliation Tottori University (Tottori Univ.)
2nd Author's Name Takeshi Saitoh  
2nd Author's Affiliation Tottori University (Tottori Univ.)
3rd Author's Name Ryosuke Konishi  
3rd Author's Affiliation Tottori University (Tottori Univ.)
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Speaker
Date Time 2010-01-22 11:00:00 
Presentation Time 30 
Registration for PRMU 
Paper # IEICE-CQ2009-96,IEICE-PRMU2009-195,IEICE-SP2009-136,IEICE-MVE2009-118 
Volume (vol) IEICE-109 
Number (no) no.373(CQ), no.374(PRMU), no.375(SP), no.376(MVE) 
Page pp.267-272 
#Pages IEICE-6 
Date of Issue IEICE-CQ-2010-01-14,IEICE-PRMU-2010-01-14,IEICE-SP-2010-01-14,IEICE-MVE-2010-01-14 


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