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Paper Abstract and Keywords
Presentation 2013-02-22 15:40
GPU based implementation of the Human Detection and Tracking by Using Fish-eye Camera
Katsuhisa Kitaguchi, Mamoru Saito (OMTRI) PRMU2012-177
Abstract (in Japanese) (See Japanese page) 
(in English) This paper presents a method for Graphic Processing Unit (GPU) based human detection and tracking by using fisheye camera. In our method, human is modeled as probabilistic features of body silhouette and head-shoulder contour. These features are extracted from the human images taken at various distance and orientation with respect to the camera, and form the training data set. And people detection is formulated as maximum a posteriori (MAP) estimation using this model. Finally, people tracking is achieved by the combination of Kalman filter and nearest neighbor standard filter (NNSF). The performance of our method is discussed through the experimental results.
Keyword (in Japanese) (See Japanese page) 
(in English) Human detection / tracking / Fish-eye lens camera / GPU / / / /  
Reference Info. IEICE Tech. Rep., vol. 112, no. 441, PRMU2012-177, pp. 227-231, Feb. 2013.
Paper # PRMU2012-177 
Date of Issue 2013-02-14 (PRMU) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
Copyright
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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 PRMU2012-177

Conference Information
Committee PRMU  
Conference Date 2013-02-21 - 2013-02-22 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
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Paper Information
Registration To PRMU 
Conference Code 2013-02-PRMU 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) GPU based implementation of the Human Detection and Tracking by Using Fish-eye Camera 
Sub Title (in English)  
Keyword(1) Human detection  
Keyword(2) tracking  
Keyword(3) Fish-eye lens camera  
Keyword(4) GPU  
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1st Author's Name Katsuhisa Kitaguchi  
1st Author's Affiliation Osaka Municipal Technical Research Institute (OMTRI)
2nd Author's Name Mamoru Saito  
2nd Author's Affiliation Osaka Municipal Technical Research Institute (OMTRI)
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Speaker
Date Time 2013-02-22 15:40:00 
Presentation Time 30 
Registration for PRMU 
Paper # IEICE-PRMU2012-177 
Volume (vol) IEICE-112 
Number (no) no.441 
Page pp.227-231 
#Pages IEICE-5 
Date of Issue IEICE-PRMU-2013-02-14 


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