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Paper Abstract and Keywords
Presentation 2011-02-18 14:30
Probabilistic Background Texture Modeling for Object Detection
Satoshi Yoshinaga, Atsushi Shimada, Hajime Nagahara, Rin-ichiro Taniguchi (Kyushu Univ.) PRMU2010-232
Abstract (in Japanese) (See Japanese page) 
(in English) We propose a new method of background modeling, which is considering the background texture, to detect objects. Many background models have been previously proposed, and they are divided into two types: “pixel-based models” which model stochastic changes in the value of each pixel and “spatial-based models”which model a local texture around each pixel. Pixel-based models cannot adapt to sudden change of pixel value caused by sudden illumination change and so on. On the contrary, spatial-based models cannot deal with texture changes such as a movement of clouds, trees, etc. To solve these problems, we propose a new probabilistic background model using local futures based on textures of the background.
Keyword (in Japanese) (See Japanese page) 
(in English) Adaptive background model / Background Subtraction / Illumination change / Gaussian Mixture Model / Radial Reach Filter / / /  
Reference Info. IEICE Tech. Rep., vol. 110, no. 414, PRMU2010-232, pp. 153-158, Feb. 2011.
Paper # PRMU2010-232 
Date of Issue 2011-02-10 (PRMU) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
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 PRMU2010-232

Conference Information
Committee PRMU  
Conference Date 2011-02-17 - 2011-02-18 
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 2011-02-PRMU 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Probabilistic Background Texture Modeling for Object Detection 
Sub Title (in English)  
Keyword(1) Adaptive background model  
Keyword(2) Background Subtraction  
Keyword(3) Illumination change  
Keyword(4) Gaussian Mixture Model  
Keyword(5) Radial Reach Filter  
1st Author's Name Satoshi Yoshinaga  
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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Date Time 2011-02-18 14:30:00 
Presentation Time 30 
Registration for PRMU 
Paper # IEICE-PRMU2010-232 
Volume (vol) IEICE-110 
Number (no) no.414 
Page pp.153-158 
#Pages IEICE-6 
Date of Issue IEICE-PRMU-2011-02-10 

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