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Paper Abstract and Keywords
Presentation 2014-02-13 16:10
[Poster Presentation] Background Modeling using Exponentially Weighted Histogram
Tsubasa Minematsu, Masaki Igarashi, Atsushi Shimada, Hajime Nagahara, Rin-ichiro Taniguchi (Kyushu Univ.) PRMU2013-142 CNR2013-50
Abstract (in Japanese) (See Japanese page) 
(in English) In this paper, we propose a nonparametric background modeling for background subtraction using exponentially weighted histograms.
Our background model is constructed by using exponentially increasing weights.
We express our model by using recurrence formula.
In our model, recently observed pixels have a bigger influence on the background model than older ones.
The proposed model need not hold past pixel values in order to remove an old value from the model for updating.
We confirmed that the proposed method is processed in real time experimentally and the accuracy of the background subtraction using our background model is comparable to that of conventional methods.
Keyword (in Japanese) (See Japanese page) 
(in English) Background subtraction / Background model / Kernel density estimation / Weighted histogram / / / /  
Reference Info. IEICE Tech. Rep., vol. 113, no. 431, PRMU2013-142, pp. 99-100, Feb. 2014.
Paper # PRMU2013-142 
Date of Issue 2014-02-06 (PRMU, CNR) 
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 PRMU2013-142 CNR2013-50

Conference Information
Committee PRMU CNR  
Conference Date 2014-02-13 - 2014-02-14 
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 2014-02-PRMU-CNR 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Background Modeling using Exponentially Weighted Histogram 
Sub Title (in English)  
Keyword(1) Background subtraction  
Keyword(2) Background model  
Keyword(3) Kernel density estimation  
Keyword(4) Weighted histogram  
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1st Author's Name Tsubasa Minematsu  
1st Author's Affiliation Kyushu University (Kyushu Univ.)
2nd Author's Name Masaki Igarashi  
2nd Author's Affiliation Kyushu University (Kyushu Univ.)
3rd Author's Name Atsushi Shimada  
3rd Author's Affiliation Kyushu University (Kyushu Univ.)
4th Author's Name Hajime Nagahara  
4th Author's Affiliation Kyushu University (Kyushu Univ.)
5th Author's Name Rin-ichiro Taniguchi  
5th Author's Affiliation Kyushu University (Kyushu Univ.)
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Speaker Author-1 
Date Time 2014-02-13 16:10:00 
Presentation Time 30 minutes 
Registration for PRMU 
Paper # PRMU2013-142, CNR2013-50 
Volume (vol) vol.113 
Number (no) no.431(PRMU), no.432(CNR) 
Page pp.99-100 
#Pages
Date of Issue 2014-02-06 (PRMU, CNR) 


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