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| Presentation | 2013-03-14 15:15 Human Pose Recognition and Tracking Considering Relations between Pose Parameters for Retail Surveillance Videos Toshimitsu Takahashi, Shunsuke Kamijo (Univ. of Tokyo)  PRMU2012-196 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In this paper, we propose a human pose recognition technique for retail surveillance video. Head position, head direction, body direction, and body model parameters are estimated by using multi-class classi ers consist of Support Vector Machine and by distance transform. In the pose tracking using particle lter, we take account of relations of pose parameters, such as the relation between head direction and body direction and the relation between head position and body model. Experiments using real retail surveillance videos show the effectiveness of our technique. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | human pose recognition / head pose estimation / pose tracking / retail surveillance / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 112, no. 495, PRMU2012-196, pp. 93-98, March 2013. | |
| Paper # | PRMU2012-196 | |
| Date of Issue | 2013-03-07 (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) | |
| Download PDF | PRMU2012-196 |
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| Conference Information | |
| Committee | PRMU |
| Conference Date | 2013-03-14 - 2013-03-15 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | PRMU |
| Conference Code | 2013-03-PRMU |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Human Pose Recognition and Tracking Considering Relations between Pose Parameters for Retail Surveillance Videos |
| Sub Title (in English) | |
| Keyword(1) | human pose recognition |
| Keyword(2) | head pose estimation |
| Keyword(3) | pose tracking |
| Keyword(4) | retail surveillance |
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| Keyword(8) | |
| 1st Author's Name | Toshimitsu Takahashi |
| 1st Author's Affiliation | The University of Tokyo (Univ. of Tokyo) |
| 2nd Author's Name | Shunsuke Kamijo |
| 2nd Author's Affiliation | The University of Tokyo (Univ. of Tokyo) |
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| Speaker | Author-1 |
| Date Time | 2013-03-14 15:15:00 |
| Presentation Time | 30 minutes |
| Registration for | PRMU |
| Paper # | PRMU2012-196 |
| Volume (vol) | vol.112 |
| Number (no) | no.495 |
| Page | pp.93-98 |
| #Pages | 6 |
| Date of Issue | 2013-03-07 (PRMU) |
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