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| Presentation | 2009-05-28 15:45 ESTIMATION OF DRIVER'S ACTIONS WITH ECOC METHOD FROM AIR MASS FLOW WAVES Akihiro Imai, Naoki Tokitsu, Koji Oguri (Aichi Prefectural Univ.)  ITS2009-6 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | This paper proposes a novel method to recognize driver's actions by measuring signals with air mass flow sensor on the seat belt. In the previous study, Ito et al. have tried to distinguish driver's actions by measuring signals with pressure distribution sensors on the seat. However, the previous study is concerned about a large difference of identification accuracy depending on the day. Therefore, We focuses on the seat belt since there is a little change of wearing form. As a result, the accuracy at a different day with our proposed method is over 90%. Accordingly, this technique is quite effective and useful to recognize driver's action. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Driver monitoring / Air mass flow sensor / AdaBoost / ECOC / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 109, no. 58, ITS2009-6, pp. 31-36, May 2009. | |
| Paper # | ITS2009-6 | |
| Date of Issue | 2009-05-21 (ITS) | |
| 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 | ITS2009-6 |
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| Conference Information | |
| Committee | ITS |
| Conference Date | 2009-05-28 - 2009-05-28 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | YRP |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Communication Systems, etc. |
| Paper Information | |
| Registration To | ITS |
| Conference Code | 2009-05-ITS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | ESTIMATION OF DRIVER'S ACTIONS WITH ECOC METHOD FROM AIR MASS FLOW WAVES |
| Sub Title (in English) | |
| Keyword(1) | Driver monitoring |
| Keyword(2) | Air mass flow sensor |
| Keyword(3) | AdaBoost |
| Keyword(4) | ECOC |
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| 1st Author's Name | Akihiro Imai |
| 1st Author's Affiliation | Aichi Prefectural University (Aichi Prefectural Univ.) |
| 2nd Author's Name | Naoki Tokitsu |
| 2nd Author's Affiliation | Aichi Prefectural University (Aichi Prefectural Univ.) |
| 3rd Author's Name | Koji Oguri |
| 3rd Author's Affiliation | Aichi Prefectural University (Aichi Prefectural Univ.) |
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| Speaker | Author-1 |
| Date Time | 2009-05-28 15:45:00 |
| Presentation Time | 30 minutes |
| Registration for | ITS |
| Paper # | ITS2009-6 |
| Volume (vol) | vol.109 |
| Number (no) | no.58 |
| Page | pp.31-36 |
| #Pages | 6 |
| Date of Issue | 2009-05-21 (ITS) |
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