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Paper Abstract and Keywords
Presentation 2011-09-21 15:35
Robust Object Tracking Method based on harmonization of Consecutive Frames and Multi-view Images in Wide Outdoor Space
Hiroshi Sankoh, Sei Naito (KDDI Labs) LOIS2011-26 IE2011-59 EMM2011-37
Abstract (in Japanese) (See Japanese page) 
(in English) In this paper, we propose a robust object tracking method, which realizes an estimation of world coordinate in the field plane as well as an extraction of each object for every camera image, from multi-view videos shot in wide outdoor space such as soccer stadium. Our proposed method is based on the analysis by utilizing consecutive frames and multi-view images. The proposed method tracks each every camera image based on particle filter. Furthermore, the method represents a world 3-dimensional coordinate of each object as a 2-dimensional XY-coordinate in the field plane image that is acquired by looking down the field from the upper point in the sky, and alculates XY-coordinate of it using homograph matrix between each camera image and field plane image. As the frame by frame process, this method checks whether occlusion happens or not for each object, and modifies texture region by projecting XY-coordinate of the object which is estimated using another camera if it happens. Experimental results revealed that the proposed method successfully improved the robustness for occlusions compared to conventional method using only single camera.
Keyword (in Japanese) (See Japanese page) 
(in English) Free-viewpoint / tracking / multi-view / Particle filter / / / /  
Reference Info. IEICE Tech. Rep., vol. 111, no. 208, IE2011-59, pp. 107-112, Sept. 2011.
Paper # IE2011-59 
Date of Issue 2011-09-13 (LOIS, IE, EMM) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
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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 LOIS2011-26 IE2011-59 EMM2011-37

Conference Information
Committee ITE-ME EMM IE LOIS IEE-CMN  
Conference Date 2011-09-20 - 2011-09-21 
Place (in Japanese) (See Japanese page) 
Place (in English)  
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Paper Information
Registration To IE 
Conference Code 2011-09-ME-EMM-IE-LOIS-CMN 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Robust Object Tracking Method based on harmonization of Consecutive Frames and Multi-view Images in Wide Outdoor Space 
Sub Title (in English)  
Keyword(1) Free-viewpoint  
Keyword(2) tracking  
Keyword(3) multi-view  
Keyword(4) Particle filter  
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1st Author's Name Hiroshi Sankoh  
1st Author's Affiliation KDDI R&D Laboratories Inc (KDDI Labs)
2nd Author's Name Sei Naito  
2nd Author's Affiliation KDDI R&D Laboratories Inc (KDDI Labs)
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Speaker
Date Time 2011-09-21 15:35:00 
Presentation Time 25 
Registration for IE 
Paper # IEICE-LOIS2011-26,IEICE-IE2011-59,IEICE-EMM2011-37 
Volume (vol) IEICE-111 
Number (no) no.207(LOIS), no.208(IE), no.209(EMM) 
Page pp.107-112 
#Pages IEICE-6 
Date of Issue IEICE-LOIS-2011-09-13,IEICE-IE-2011-09-13,IEICE-EMM-2011-09-13 


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