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Paper Abstract and Keywords
Presentation 2010-06-22 10:40
A study on accurate scene segmentation based on the MCMC method utilizing video structures
Yan Song, Takahiro Ogawa, Miki Haseyama (Hokkaido Univ.) CAS2010-21 VLD2010-31 SIP2010-42 CST2010-21
Abstract (in Japanese) (See Japanese page) 
(in English) This paper proposes a video scene segmentation method based on Markov Chain Monte Carlo(MCMC) method utilizing video structures. In the proposed method, the scene boundary candidates are extracted from shot boundaries based on structures of video sequences, and then ture scene boundaries are selected from these candidates by the image feature based MCMC method. The proposed method enables accurate scene cut detection which effectively utilizes the structure of video sequences. In this scheme, the prior probability distribution of the number of scenes in the target video sequence must be obtained for the use of the conventional method by MCMC method. Thus, the proposed method estimates the parameters of the prior probability distribution from training video sequences by the multiple regression analysis. Experimental results performed by applying the proposed method to actual broadcast programs are shown to verify the effectiveness of the proposed method.
Keyword (in Japanese) (See Japanese page) 
(in English) scene segmentation / MCMC / video structures / video / / / /  
Reference Info. IEICE Tech. Rep., vol. 110, no. 88, SIP2010-42, pp. 115-120, June 2010.
Paper # SIP2010-42 
Date of Issue 2010-06-14 (CAS, VLD, SIP, CST) 
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 CAS2010-21 VLD2010-31 SIP2010-42 CST2010-21

Conference Information
Committee CAS MSS VLD SIP  
Conference Date 2010-06-21 - 2010-06-22 
Place (in Japanese) (See Japanese page) 
Place (in English) Kitami Institute of Technology 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To SIP 
Conference Code 2010-06-CAS-CST-VLD-SIP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A study on accurate scene segmentation based on the MCMC method utilizing video structures 
Sub Title (in English)  
Keyword(1) scene segmentation  
Keyword(2) MCMC  
Keyword(3) video structures  
Keyword(4) video  
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1st Author's Name Yan Song  
1st Author's Affiliation Hokkaido University (Hokkaido Univ.)
2nd Author's Name Takahiro Ogawa  
2nd Author's Affiliation Hokkaido University (Hokkaido Univ.)
3rd Author's Name Miki Haseyama  
3rd Author's Affiliation Hokkaido University (Hokkaido Univ.)
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Speaker Author-1 
Date Time 2010-06-22 10:40:00 
Presentation Time 25 minutes 
Registration for SIP 
Paper # CAS2010-21, VLD2010-31, SIP2010-42, CST2010-21 
Volume (vol) vol.110 
Number (no) no.86(CAS), no.87(VLD), no.88(SIP), no.89(CST) 
Page pp.115-120 
#Pages 6 
Date of Issue 2010-06-14 (CAS, VLD, SIP, CST) 

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