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Paper Abstract and Keywords
Presentation 2012-02-10 10:00
Evaluation of Case-Based Background Model
Yosuke Nonaka, Atsushi Shimada, Hajime Nagahara, Rin-ichiro Taniguchi (Kyushu Univ.) PRMU2011-226 SP2011-141
Abstract (in Japanese) (See Japanese page) 
(in English) Background subtraction is one of the important techniques for object detection. In general, there is a trade-off problem between accuracy and a computational cost. A new framework called ``Case-Based Background Modeling’’ has been proposed to tackle this issue. This method keeps practical models only to reduce a memory usage and a computational cost. Meanwhile, it selects effective image features to enhance accuracy. According to preliminary research, it is known that the performance of the framework is affected by the design of image features. In this paper, we examine a performance in detail with many kinds of datasets including various background changes. Our experimental results support to find out the most effective usage of Case-Based Background Model.
Keyword (in Japanese) (See Japanese page) 
(in English) Background Model / Case-Based Method / Object detection / Evaluation / / / /  
Reference Info. IEICE Tech. Rep., vol. 111, no. 430, PRMU2011-226, pp. 179-184, Feb. 2012.
Paper # PRMU2011-226 
Date of Issue 2012-02-02 (PRMU, SP) 
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 PRMU2011-226 SP2011-141

Conference Information
Committee PRMU SP  
Conference Date 2012-02-09 - 2012-02-10 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To PRMU 
Conference Code 2012-02-PRMU-SP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Evaluation of Case-Based Background Model 
Sub Title (in English)  
Keyword(1) Background Model  
Keyword(2) Case-Based Method  
Keyword(3) Object detection  
Keyword(4) Evaluation  
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1st Author's Name Yosuke Nonaka  
1st Author's Affiliation Kyushu University (Kyushu Univ.)
2nd Author's Name Atsushi Shimada  
2nd Author's Affiliation Kyushu University (Kyushu Univ.)
3rd Author's Name Hajime Nagahara  
3rd Author's Affiliation Kyushu University (Kyushu Univ.)
4th Author's Name Rin-ichiro Taniguchi  
4th Author's Affiliation Kyushu University (Kyushu Univ.)
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Speaker
Date Time 2012-02-10 10:00:00 
Presentation Time 30 
Registration for PRMU 
Paper # IEICE-PRMU2011-226,IEICE-SP2011-141 
Volume (vol) IEICE-111 
Number (no) no.430(PRMU), no.431(SP) 
Page pp.179-184 
#Pages IEICE-6 
Date of Issue IEICE-PRMU-2012-02-02,IEICE-SP-2012-02-02 


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