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| Presentation | 2009-11-27 13:00 Finger Recognition using Particle Filter and Minimum Classification Error Training Kosuke Kiyota, Shigeru Katagiri (Doshisha Univ.), Hideyuki Watanabe (NICT), Miho Ohsaki (Doshisha Univ.)  PRMU2009-125 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | This paper proposes a new method for recognizing a finger used as a pointer to operate a remote collaboration assistant system such as “t-Room.” In place of conventional input devices such as keyboard and mouse, a user operates the system with gestures and finger pointing. The method tracks, extracts, and recognizes a finger from a 2D moving image shot by a monocular video camera. The recognition process is mainly controlled by a particle-filter-based object tracking system, whose recognition capability is enhanced by the Minimum Classification Error training method. Experimental results clearly demonstrate the utility of the proposed method. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Particle filter / Minimum Classification Error training / Finger recognition / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 109, no. 306, PRMU2009-125, pp. 235-240, Nov. 2009. | |
| Paper # | PRMU2009-125 | |
| Date of Issue | 2009-11-19 (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 | PRMU2009-125 |
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| Conference Information | |
| Committee | PRMU |
| Conference Date | 2009-11-26 - 2009-11-27 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Ishikawa Industrial Promotion Center |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | PRMU |
| Conference Code | 2009-11-PRMU |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Finger Recognition using Particle Filter and Minimum Classification Error Training |
| Sub Title (in English) | |
| Keyword(1) | Particle filter |
| Keyword(2) | Minimum Classification Error training |
| Keyword(3) | Finger recognition |
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| 1st Author's Name | Kosuke Kiyota |
| 1st Author's Affiliation | Graduate School , Doshisha University (Doshisha Univ.) |
| 2nd Author's Name | Shigeru Katagiri |
| 2nd Author's Affiliation | Graduate School , Doshisha University (Doshisha Univ.) |
| 3rd Author's Name | Hideyuki Watanabe |
| 3rd Author's Affiliation | NICT MASTER PROJECT (NICT) |
| 4th Author's Name | Miho Ohsaki |
| 4th Author's Affiliation | Graduate School , Doshisha University (Doshisha Univ.) |
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| Speaker | Author-1 |
| Date Time | 2009-11-27 13:00:00 |
| Presentation Time | 30 minutes |
| Registration for | PRMU |
| Paper # | PRMU2009-125 |
| Volume (vol) | vol.109 |
| Number (no) | no.306 |
| Page | pp.235-240 |
| #Pages | 6 |
| Date of Issue | 2009-11-19 (PRMU) |
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