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| Presentation | 2021-07-02 15:00 A Study of Bicycle Traveling Direction Identification Using Road Marking Wang Wei, Tetsuya Manabe (Saitama Univ.), Jeyeon Kim (NITTC), Aya Kojima (Saitama Univ.)  ITS2021-3 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | This paper proposes a method for identifying the bicycle traveling direction using road marking. First, we classify the road marking, and use three types of road marking (arrow feather type road marking, vehicle attention pictogram, and bicycle pictogram with arrow), which exist in many around Saitama University where is a survey area. Next, as a bicycle traveling direction identification method using road marking, we propose a scheme using the object detection algorithm “YOLOv3” and evaluate the bicycle traveling direction identification performance using bicycle driving images in real. The results show the identification performance is low because the saturation, omission, white spots, backlight, and shadow. Then, we add the training images for the dataset, and show the necessity of considering the omitting of the target road marking at the lower end of the image accompanied by bicycle driving. Consequently, the knowledge of bicycle traveling direction identification using road marking is obtained. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Bicycle / Road Marking / Traveling Direction Identification / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 121, no. 86, ITS2021-3, pp. 13-19, July 2021. | |
| Paper # | ITS2021-3 | |
| Date of Issue | 2021-06-25 (ITS) | |
| ISSN | 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 | ITS2021-3 |
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| Conference Information | |
| Committee | ITS |
| Conference Date | 2021-07-02 - 2021-07-02 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | ITS Positioning, etc. |
| Paper Information | |
| Registration To | ITS |
| Conference Code | 2021-07-ITS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study of Bicycle Traveling Direction Identification Using Road Marking |
| Sub Title (in English) | |
| Keyword(1) | Bicycle |
| Keyword(2) | Road Marking |
| Keyword(3) | Traveling Direction Identification |
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| 1st Author's Name | Wang Wei |
| 1st Author's Affiliation | Saitama University (Saitama Univ.) |
| 2nd Author's Name | Tetsuya Manabe |
| 2nd Author's Affiliation | Saitama University (Saitama Univ.) |
| 3rd Author's Name | Jeyeon Kim |
| 3rd Author's Affiliation | National Institute of Technology, Tsuruoka College (NITTC) |
| 4th Author's Name | Aya Kojima |
| 4th Author's Affiliation | Saitama University (Saitama Univ.) |
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| Speaker | Author-1 |
| Date Time | 2021-07-02 15:00:00 |
| Presentation Time | 25 minutes |
| Registration for | ITS |
| Paper # | ITS2021-3 |
| Volume (vol) | vol.121 |
| Number (no) | no.86 |
| Page | pp.13-19 |
| #Pages | 7 |
| Date of Issue | 2021-06-25 (ITS) |
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