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Paper Abstract and Keywords
Presentation 2012-04-27 15:55
Detecting Soccer Players Using Color Information and SVM
Ryosuke Takahara, Akira Kubota (Chuo Univ.), Hiroshi Sankoh, Sei Naito (KDDI Labs) IE2012-14
Abstract (in Japanese) (See Japanese page) 
(in English) In recent years, the applications that users can watch the video at any point of view has been attracting attention, free viewpoint video generation technology research, has been investigated.In the synthesis of free viewpoint video in a large space, such as football games, the position of each player is a necessary information, when you want to find the position players to extract the foreground region, in the event of occlusion, each overlapping can not seek the position of the players.
In this paper, we propose a method after the extraction of color information by using the player area, make the detection of occlusion area by RANSAC, detection is performed for each player that is included in its occlusion by SVM.
Even monocular perspective, allowing for the area by combining the detection head occlusion by SVM, the results of the validation, was confirmed to improve the accuracy of True Positive of 10$\%$ compared with the case of the only players region extraction.
Keyword (in Japanese) (See Japanese page) 
(in English) soccer / Color Information / Head detection / SVM / / / /  
Reference Info. IEICE Tech. Rep., vol. 112, no. 20, IE2012-14, pp. 75-79, April 2012.
Paper # IE2012-14 
Date of Issue 2012-04-20 (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)
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Conference Information
Committee IE  
Conference Date 2012-04-27 - 2012-04-27 
Place (in Japanese) (See Japanese page) 
Place (in English) Seikei University 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Image Processing and Coding, etc. 
Paper Information
Registration To IE 
Conference Code 2012-04-IE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Detecting Soccer Players Using Color Information and SVM 
Sub Title (in English)  
Keyword(1) soccer  
Keyword(2) Color Information  
Keyword(3) Head detection  
Keyword(4) SVM  
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1st Author's Name Ryosuke Takahara  
1st Author's Affiliation Chuo University (Chuo Univ.)
2nd Author's Name Akira Kubota  
2nd Author's Affiliation Chuo University (Chuo Univ.)
3rd Author's Name Hiroshi Sankoh  
3rd Author's Affiliation KDDI Labs (KDDI Labs)
4th Author's Name Sei Naito  
4th Author's Affiliation KDDI Labs (KDDI Labs)
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Speaker
Date Time 2012-04-27 15:55:00 
Presentation Time 25 
Registration for IE 
Paper # IEICE-IE2012-14 
Volume (vol) IEICE-112 
Number (no) no.20 
Page pp.75-79 
#Pages IEICE-5 
Date of Issue IEICE-IE-2012-04-20 


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