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Paper Abstract and Keywords
Presentation 2008-02-18 13:45
A note on definition of scene dissimilarities utilizing audio and visual Signals for video retrieval
Daigo Michiyama, Miki Haseyama (Hokkaido Univ.) ITS2007-45 IE2007-228
Abstract (in Japanese) (See Japanese page) 
(in English) This paper proposes a method to calculate scene dissimilarities utilizing audio and visual signals for video retrieval. By utilizing Dynamic Time Warping, the proposed method calculates the scene dissimilarities by selecting the most similar features, which are selected from visual, audio, and their integrated features, and these selectings are perfomed between two shots in scenes. Furthermore, a new feature space which can match audio and visual features defined by utilizing canonical correlation analysis is introduced into these selectings. In conclusion, the proposed method can appropriately calculate the scene dissimilarities based on similar features between scenes. Experimental results performed by applying the proposed method to scene retrieval in actual video data are shown to verify its effectiveness.
Keyword (in Japanese) (See Japanese page) 
(in English) scene retrieval / DTW / canonical correlation analysis / / / / /  
Reference Info. IEICE Tech. Rep., vol. 107, no. 488, IE2007-228, pp. 55-59, Feb. 2008.
Paper # IE2007-228 
Date of Issue 2008-02-11 (ITS, IE) 
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 ITS2007-45 IE2007-228

Conference Information
Committee ITE-HI ITE-AIT ITE-ME IE ITS  
Conference Date 2008-02-18 - 2008-02-19 
Place (in Japanese) (See Japanese page) 
Place (in English) Graduate School of Information Science and Technology Hokkaido Univ 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Image Processings for ITS, Image Information and Television Engineering, etc. 
Paper Information
Registration To IE 
Conference Code 2008-02-HI-CG-ME-IE-ITS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A note on definition of scene dissimilarities utilizing audio and visual Signals for video retrieval 
Sub Title (in English)  
Keyword(1) scene retrieval  
Keyword(2) DTW  
Keyword(3) canonical correlation analysis  
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1st Author's Name Daigo Michiyama  
1st Author's Affiliation Hokkaido University (Hokkaido Univ.)
2nd Author's Name Miki Haseyama  
2nd Author's Affiliation Hokkaido University (Hokkaido Univ.)
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Speaker Author-1 
Date Time 2008-02-18 13:45:00 
Presentation Time 25 minutes 
Registration for IE 
Paper # ITS2007-45, IE2007-228 
Volume (vol) vol.107 
Number (no) no.486(ITS), no.488(IE) 
Page pp.55-59 
#Pages 5 
Date of Issue 2008-02-11 (ITS, IE) 

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