Paper Abstract and Keywords |
Presentation |
2011-02-22 13:40
Bicycle Detection Using Pedaling Movement by Spatiotemporal Gabor Filtering Kazuyuki Takahashi, Yasutaka Kuriya, Takashi Morie (Kyutech) ITS2010-62 IE2010-137 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
To asist a safety driving, it is important to detect objects such as cars, pedestrians and bikes. Although high accuracy is achieved by HOG descriptors for a object detection, it is difficult to discriminate bicycles from similar shape object such as motorbikes. In this paper, we propose a bicycle detection algorithm using pedaling movement which can be achieved by using spatiotemporal 3D Gabor filtering. The pedaling movement enable us to discriminate between bicycles and motorbikes. From the experimental results using video images, our proposed algorithm is able to improve the performance to discriminate between bicycles and motorbikes. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
computer vision / bicycle detection / spatiotemporal Gabor filter / relative motion / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 110, no. 420, ITS2010-62, pp. 257-262, Feb. 2011. |
Paper # |
ITS2010-62 |
Date of Issue |
2011-02-14 (ITS, IE) |
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) |
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ITS2010-62 IE2010-137 |
Conference Information |
Committee |
ITS IE ITE-AIT ITE-HI ITE-ME |
Conference Date |
2011-02-21 - 2011-02-22 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Hokkaido University |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
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Paper Information |
Registration To |
ITS |
Conference Code |
2011-02-ITS-IE-AIT-HI-ME |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Bicycle Detection Using Pedaling Movement by Spatiotemporal Gabor Filtering |
Sub Title (in English) |
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Keyword(1) |
computer vision |
Keyword(2) |
bicycle detection |
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spatiotemporal Gabor filter |
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relative motion |
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1st Author's Name |
Kazuyuki Takahashi |
1st Author's Affiliation |
Kyushu Institute of Technology (Kyutech) |
2nd Author's Name |
Yasutaka Kuriya |
2nd Author's Affiliation |
Kyushu Institute of Technology (Kyutech) |
3rd Author's Name |
Takashi Morie |
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Kyushu Institute of Technology (Kyutech) |
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Speaker |
Author-1 |
Date Time |
2011-02-22 13:40:00 |
Presentation Time |
25 minutes |
Registration for |
ITS |
Paper # |
ITS2010-62, IE2010-137 |
Volume (vol) |
vol.110 |
Number (no) |
no.420(ITS), no.421(IE) |
Page |
pp.257-262 |
#Pages |
6 |
Date of Issue |
2011-02-14 (ITS, IE) |
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