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 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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PRMU2012-177 |
Conference Information |
Committee |
PRMU |
Conference Date |
2013-02-21 - 2013-02-22 |
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(See Japanese page) |
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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 |
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Human detection |
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tracking |
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Fish-eye lens camera |
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GPU |
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1st Author's Name |
Katsuhisa Kitaguchi |
1st Author's Affiliation |
Osaka Municipal Technical Research Institute (OMTRI) |
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Mamoru Saito |
2nd Author's Affiliation |
Osaka Municipal Technical Research Institute (OMTRI) |
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Speaker |
Author-1 |
Date Time |
2013-02-22 15:40:00 |
Presentation Time |
30 minutes |
Registration for |
PRMU |
Paper # |
PRMU2012-177 |
Volume (vol) |
vol.112 |
Number (no) |
no.441 |
Page |
pp.227-231 |
#Pages |
5 |
Date of Issue |
2013-02-14 (PRMU) |
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