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| Presentation | 2014-11-06 11:30 [Poster Presentation] Vehicle Classification Using Geometric Pattern and A Neural Network for Toll way Pachara Siriborirak, Kosin Chamnongthai (King Mongkut Univ. of Tech.)  IA2014-45 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Processing in payment at toll takes time, and sometimes causes traffic congestion in the highway. To determine prices of highway fee, the automatic system needs to classify vehicle type into sedan, truck, van, pickup and SUV. This paper proposes a vehicle classification method using geometric pattern and ANN for Toll way. This method initially converts a vehicle image into rectangles, and consider ratio among rectangles in the image. ANN is then used to classify vehicle types by using rectangles edge position. To evaluate the performance of proposed method, experiments with vehicle have been performed, and the results show reliable performance. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Vehicle classification / Geometric pattern / Artificial Neural Networks / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 114, no. 286, IA2014-45, pp. 63-63, Nov. 2014. | |
| Paper # | IA2014-45 | |
| Date of Issue | 2014-10-29 (IA) | |
| 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 | IA2014-45 |
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| Conference Information | |
| Committee | IA |
| Conference Date | 2014-11-05 - 2014-11-06 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Thailand |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Internet Architecture and Applications |
| Paper Information | |
| Registration To | IA |
| Conference Code | 2014-11-IA |
| Language | English |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Vehicle Classification Using Geometric Pattern and A Neural Network for Toll way |
| Sub Title (in English) | |
| Keyword(1) | Vehicle classification |
| Keyword(2) | Geometric pattern |
| Keyword(3) | Artificial Neural Networks |
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| 1st Author's Name | Pachara Siriborirak |
| 1st Author's Affiliation | King Mongkut University of Technology Thonburi (King Mongkut Univ. of Tech.) |
| 2nd Author's Name | Kosin Chamnongthai |
| 2nd Author's Affiliation | King Mongkut University of Technology Thonburi (King Mongkut Univ. of Tech.) |
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| Speaker | Author-1 |
| Date Time | 2014-11-06 11:30:00 |
| Presentation Time | minutes |
| Registration for | IA |
| Paper # | IA2014-45 |
| Volume (vol) | vol.114 |
| Number (no) | no.286 |
| Page | p.63 |
| #Pages | 1 |
| Date of Issue | 2014-10-29 (IA) |
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