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Paper Abstract and Keywords
Presentation 2010-10-27 14:20
An Adaptive Dynamic Background Estimation and Foreground Segmentation for Object Tracking
Shintaro Shinozaki, Katsuto Nakajima (Tokyo Denki Univ.) SANE2010-74
Abstract (in Japanese) (See Japanese page) 
(in English) Dynamic Background Estimation (DBE) is very effective for moving object tracking when (a part of) background is continually fluctuating. In DBE, newest time-series video frames are kept and the pixel values at the same position in those frames are used to determine the value of background pixels, and one of the major subjects is the parameter adjustment. We propose a new method for DBE, in which we define Mutual Similarity (MS) based on the distance between pixels in a color space, and we choose as the background the pixel that has the highest MS. We also show how the foreground segmentation can be done with the threshold parameter derived from MS calculation. Evaluation results show the effectiveness of our method without any manual parameter adjustment such as using experimental threshold value.
Keyword (in Japanese) (See Japanese page) 
(in English) Background Subtraction / Adaptive Background Estimation / Foreground Segmentation / / / / /  
Reference Info. IEICE Tech. Rep., vol. 110, no. 250, SANE2010-74, pp. 37-42, Oct. 2010.
Paper # SANE2010-74 
Date of Issue 2010-10-20 (SANE) 
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)
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Conference Information
Committee SANE  
Conference Date 2010-10-27 - 2010-10-29 
Place (in Japanese) (See Japanese page) 
Place (in English) Ramada Hotel, Jeju-do, Korea 
Topics (in Japanese) (See Japanese page) 
Topics (in English) ICSANE 2010 (International Conference on Space, Aeronautical and Navigational Electronics) 
Paper Information
Registration To SANE 
Conference Code 2010-10-SANE 
Language English 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) An Adaptive Dynamic Background Estimation and Foreground Segmentation for Object Tracking 
Sub Title (in English)  
Keyword(1) Background Subtraction  
Keyword(2) Adaptive Background Estimation  
Keyword(3) Foreground Segmentation  
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1st Author's Name Shintaro Shinozaki  
1st Author's Affiliation Tokyo Denki University (Tokyo Denki Univ.)
2nd Author's Name Katsuto Nakajima  
2nd Author's Affiliation Tokyo Denki University (Tokyo Denki Univ.)
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Speaker Author-1 
Date Time 2010-10-27 14:20:00 
Presentation Time 60 minutes 
Registration for SANE 
Paper # SANE2010-74 
Volume (vol) vol.110 
Number (no) no.250 
Page pp.37-42 
#Pages 6 
Date of Issue 2010-10-20 (SANE) 

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