| Paper Abstract and Keywords |
| Presentation |
2014-11-26 16:40
An FPGA Implementation of Real-Time Traffic-Sign Detection for Driver Assistance System Masaharu Yamamoto, Anh-Tuan Hoang, Tetsushi Koide (Hiroshima Univ.) VLD2014-76 DC2014-30 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In this paper, we propose a hardware-oriented speed traffic-sign recognition algorithm and its FPGA architecture in which real-time processing is possible for Advanced Driving Assistant System (ADAS). The proposed algorithm performs the sign detection using binary images, which are converted from a grayscale input images. The proposed method enables real-time speed sign recognition for FPGA implementation by using run lengths of pixel within a candidate region and black and white pixel-histograms in the region which are easily calculated by simple arithmetic and logical operations. From the experimental results, the proposed method achieves the recognition accuracy up to more than a 99 % in daytimes and up to a 94.2 % at nights including rainy night situations. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Advanced Driver Assistance System (ADAS) / Real-Time Processing / Traffic-Sign Recognition / Number Recognition / FPGA Implementation / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 114, no. 328, VLD2014-76, pp. 27-32, Nov. 2014. |
| Paper # |
VLD2014-76 |
| Date of Issue |
2014-11-19 (VLD, DC) |
| 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 |
VLD2014-76 DC2014-30 |
| Conference Information |
| Committee |
VLD DC IPSJ-SLDM CPSY RECONF ICD CPM |
| Conference Date |
2014-11-26 - 2014-11-28 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
B-ConPlaza |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Design Gaia 2014 -New Field of VLSI Design- |
| Paper Information |
| Registration To |
VLD |
| Conference Code |
2014-11-VLD-DC-SLDM-CPSY-RECONF-ICD-CPM |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
An FPGA Implementation of Real-Time Traffic-Sign Detection for Driver Assistance System |
| Sub Title (in English) |
|
| Keyword(1) |
Advanced Driver Assistance System (ADAS) |
| Keyword(2) |
Real-Time Processing |
| Keyword(3) |
Traffic-Sign Recognition |
| Keyword(4) |
Number Recognition |
| Keyword(5) |
FPGA Implementation |
| Keyword(6) |
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| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Masaharu Yamamoto |
| 1st Author's Affiliation |
Hiroshima University (Hiroshima Univ.) |
| 2nd Author's Name |
Anh-Tuan Hoang |
| 2nd Author's Affiliation |
Hiroshima University (Hiroshima Univ.) |
| 3rd Author's Name |
Tetsushi Koide |
| 3rd Author's Affiliation |
Hiroshima University (Hiroshima Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2014-11-26 16:40:00 |
| Presentation Time |
25 minutes |
| Registration for |
VLD |
| Paper # |
VLD2014-76, DC2014-30 |
| Volume (vol) |
vol.114 |
| Number (no) |
no.328(VLD), no.329(DC) |
| Page |
pp.27-32 |
| #Pages |
6 |
| Date of Issue |
2014-11-19 (VLD, DC) |