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| Paper Abstract and Keywords | ||
| Presentation | 2010-03-15 17:05 A Combinatorial Optimization Approach to Multiple Human Face Tracking Hiroo Saito, Hiroshi Sukegawa, Osamu Yamaguchi, Toshio Sato (Toshiba Corp.)  PRMU2009-270 HIP2009-155 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | We propose a multiple human face tracking method in low frame-rate video. Our approach is based on a combinatorial optimization formulation which describes every possibility of trajectories of each face by a graph obtained by connecting detected faces among video frames. We employ a maximum-a-posteriori probability criterion to select an optimal combination of trajectories with detailed approximation of likelihood function. A computational experiment is performed against walking people in 5 fps video. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | tracking / face detection / combinatorial optimization / low-frame-rate / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 109, no. 471, HIP2009-155, pp. 217-222, March 2010. | |
| Paper # | HIP2009-155 | |
| Date of Issue | 2010-03-08 (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 | PRMU2009-270 HIP2009-155 |
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| Conference Information | |
| Committee | PRMU HIP |
| Conference Date | 2010-03-15 - 2010-03-16 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kagoshima Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | HIP |
| Conference Code | 2010-03-PRMU-HIP |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Combinatorial Optimization Approach to Multiple Human Face Tracking |
| Sub Title (in English) | |
| Keyword(1) | tracking |
| Keyword(2) | face detection |
| Keyword(3) | combinatorial optimization |
| Keyword(4) | low-frame-rate |
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| 1st Author's Name | Hiroo Saito |
| 1st Author's Affiliation | Toshiba Corporation (Toshiba Corp.) |
| 2nd Author's Name | Hiroshi Sukegawa |
| 2nd Author's Affiliation | Toshiba Corporation (Toshiba Corp.) |
| 3rd Author's Name | Osamu Yamaguchi |
| 3rd Author's Affiliation | Toshiba Corporation (Toshiba Corp.) |
| 4th Author's Name | Toshio Sato |
| 4th Author's Affiliation | Toshiba Corporation (Toshiba Corp.) |
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| Speaker | Author-1 |
| Date Time | 2010-03-15 17:05:00 |
| Presentation Time | 25 minutes |
| Registration for | HIP |
| Paper # | PRMU2009-270, HIP2009-155 |
| Volume (vol) | vol.109 |
| Number (no) | no.470(PRMU), no.471(HIP) |
| Page | pp.217-222 |
| #Pages | 6 |
| Date of Issue | 2010-03-08 (PRMU, HIP) |
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