| Paper Abstract and Keywords |
| Presentation |
2007-09-19 15:15
Positioning Method Using Road Traffic Sign to Correct GPS Error for Pedestrian Navigation Hidetaka Ohira, Nozomu Togawa, Masao Yanagisawa, Tatsuo Ohtsuki (Waseda Univ) ITS2007-28 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
GPS has a significant error caused by multipath, poor satellite reception and so on.
We propose a positioning method that can correct GPS error for pedestrian navigation.
Our system is composed of a cellular phone with camera, GPS and the map server that are all existing infrastructures and devices.
A user takes a picture including a traffic sign by using his cellular phon camera and send it to the map server.
The map server identifies the road traffic sign from the picture taken by the cellular phone.
Because the user is in which he can see the sign, the map server corrects GPS error using position of the sign and identifies his position.
One of the most important processes of this system is identification of the road traffic sign.
Speed-up and high accuracy are needed for this process.
We propose speed-up and high accuracy technique for identification of the road traffic sign.
This technique is based on the feature that the user takes a picture of the sign to the center of the image.
When the map server receives a sign picture, the map server identifies the sign by color recognition,
shape recognition using Hough transform and symbol recognition using template matching.
Proposed system reduces communication data by changing the resolution of the image to low
so that the time from the sending the image to receiving result is kept within 3 seconds.
In recognition of the color of the sign, the high accuracy is achieved by putting high weight on a pixel near the center of image.
In recognition of the shape of sign, the hough transform is sped up by using direction of edges and
the feature that a rounded sign is at the center of image.
In template matching, speed-up is achieved by narrowing the candidate according to the color and the shape of the sign. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
pedestrian navigation / GPS / positioning / image recognition / hough transform / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 107, no. 216, ITS2007-28, pp. 27-32, Sept. 2007. |
| Paper # |
ITS2007-28 |
| Date of Issue |
2007-09-12 (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 |
ITS2007-28 |
| Conference Information |
| Committee |
ITS IPSJ-ITS IEE-ITS |
| Conference Date |
2007-09-18 - 2007-09-19 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Institute of Industrial Science, University of Tokyo |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Measurement Techniques for Vehicular Traffic, etc. |
| Paper Information |
| Registration To |
ITS |
| Conference Code |
2007-09-ITS-IPSJ-ITS-IEE-ITS |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Positioning Method Using Road Traffic Sign to Correct GPS Error for Pedestrian Navigation |
| Sub Title (in English) |
|
| Keyword(1) |
pedestrian navigation |
| Keyword(2) |
GPS |
| Keyword(3) |
positioning |
| Keyword(4) |
image recognition |
| Keyword(5) |
hough transform |
| Keyword(6) |
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| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Hidetaka Ohira |
| 1st Author's Affiliation |
Waseda University (Waseda Univ) |
| 2nd Author's Name |
Nozomu Togawa |
| 2nd Author's Affiliation |
Waseda University (Waseda Univ) |
| 3rd Author's Name |
Masao Yanagisawa |
| 3rd Author's Affiliation |
Waseda University (Waseda Univ) |
| 4th Author's Name |
Tatsuo Ohtsuki |
| 4th Author's Affiliation |
Waseda University (Waseda Univ) |
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| Speaker |
Author-1 |
| Date Time |
2007-09-19 15:15:00 |
| Presentation Time |
30 minutes |
| Registration for |
ITS |
| Paper # |
ITS2007-28 |
| Volume (vol) |
vol.107 |
| Number (no) |
no.216 |
| Page |
pp.27-32 |
| #Pages |
6 |
| Date of Issue |
2007-09-12 (ITS) |