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| Presentation | 2014-03-06 13:20 Object Tracking in Crowded Scenes by Dependent Dirichlet Process Hidden Markov Model Katsuya Kondo, Takuya Okamoto (Tottori Univ.)  SIS2013-60 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In crowded scenes where it is generally difficult to track moving objects, detection and tracking of objects are very challenging tasks. In this report, we detect objects by focusing on object’s shape and intensity distribution. And we propose a method of individually tracking many objects in crowded scenes. This method applies Dependent Dirichlet Process Hidden Markov Model to the optical flows of moving objects. Each object is detected by calculating quadratic form of adaptive ring filter output and it is classified by a support vector machine. Also, movement line is obtained by tracking an object. Some experimental results show that the huge flows can be analyzed, and each object can be individually tracked in crowded scenes. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Hidden Markov Model / Flow Analysis / Object Tracking / Crowded Scenes / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 113, no. 467, SIS2013-60, pp. 27-30, March 2014. | |
| Paper # | SIS2013-60 | |
| Date of Issue | 2014-02-27 (SIS) | |
| 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 | SIS2013-60 |
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| Conference Information | |
| Committee | SIS |
| Conference Date | 2014-03-06 - 2014-03-07 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Gran Front Osaka, Knowledge Capital C-9F, 901 |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Soft Computing, etc. |
| Paper Information | |
| Registration To | SIS |
| Conference Code | 2014-03-SIS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Object Tracking in Crowded Scenes by Dependent Dirichlet Process Hidden Markov Model |
| Sub Title (in English) | |
| Keyword(1) | Hidden Markov Model |
| Keyword(2) | Flow Analysis |
| Keyword(3) | Object Tracking |
| Keyword(4) | Crowded Scenes |
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| Keyword(8) | |
| 1st Author's Name | Katsuya Kondo |
| 1st Author's Affiliation | Tottori University (Tottori Univ.) |
| 2nd Author's Name | Takuya Okamoto |
| 2nd Author's Affiliation | Tottori University (Tottori Univ.) |
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| Speaker | Author-2 |
| Date Time | 2014-03-06 13:20:00 |
| Presentation Time | 20 minutes |
| Registration for | SIS |
| Paper # | SIS2013-60 |
| Volume (vol) | vol.113 |
| Number (no) | no.467 |
| Page | pp.27-30 |
| #Pages | 4 |
| Date of Issue | 2014-02-27 (SIS) |
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