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| Presentation | 2008-09-05 17:30 3D Body-part Tracking of a Human and Clothing using Probabilistic Non-linear Time-series Volume Learning Michiro Hirai, Norimichi Ukita, Masatsugu Kidode (NAIST)  PRMU2008-64 HIP2008-64 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | We propose a method for tracking 3D human body parts and clothing fromsynchronized video sequences. Our objective is (1) to identify eachbody region with its corresponsing clothing in the entire body volumeand (2) to refine the volume. Time-series sample volumes are acquired by a sophisticated 3D reconstruction algorithm off-line. The history of these samples are stored as low dimensional trajectories with probabilistic nonlinear representation. With this representation, body-part tracking becomes robust to various noises and delicate,complicated, and quick shape variations. Experimental results using loose-fitting clothing demonstrated the effectiveness of our method. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | 3D body-part tracking / probabilistic non-linear modeling / non-rigid clothing / human posture / human shape / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 108, no. 198, PRMU2008-64, pp. 105-112, Sept. 2008. | |
| Paper # | PRMU2008-64 | |
| Date of Issue | 2008-08-29 (PRMU, HIP) | |
| 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 | PRMU2008-64 HIP2008-64 |
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| Conference Information | |
| Committee | PRMU HIP |
| Conference Date | 2008-09-05 - 2008-09-06 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Keio Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | PRMU |
| Conference Code | 2008-09-PRMU-HIP |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | 3D Body-part Tracking of a Human and Clothing using Probabilistic Non-linear Time-series Volume Learning |
| Sub Title (in English) | |
| Keyword(1) | 3D body-part tracking |
| Keyword(2) | probabilistic non-linear modeling |
| Keyword(3) | non-rigid clothing |
| Keyword(4) | human posture |
| Keyword(5) | human shape |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Michiro Hirai |
| 1st Author's Affiliation | Nara Institute of Science and Technology (NAIST) |
| 2nd Author's Name | Norimichi Ukita |
| 2nd Author's Affiliation | Nara Institute of Science and Technology (NAIST) |
| 3rd Author's Name | Masatsugu Kidode |
| 3rd Author's Affiliation | Nara Institute of Science and Technology (NAIST) |
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| Speaker | Author-1 |
| Date Time | 2008-09-05 17:30:00 |
| Presentation Time | 30 minutes |
| Registration for | PRMU |
| Paper # | PRMU2008-64, HIP2008-64 |
| Volume (vol) | vol.108 |
| Number (no) | no.198(PRMU), no.199(HIP) |
| Page | pp.105-112 |
| #Pages | 8 |
| Date of Issue | 2008-08-29 (PRMU, HIP) |
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