DocumentCode
50700
Title
Design of traffic sign detection, recognition, and transmission systems for smart vehicles
Author
Mammeri, Abdelhamid ; Boukerche, Azzedine ; Almulla, Mohammed
Volume
20
Issue
6
fYear
2013
fDate
Dec-13
Firstpage
36
Lastpage
43
Abstract
Traffic sign detection and recognition (TSDR) is an essential component of advanced driver assistance systems (ADAS). It is mainly designed to enhance driver safety through the fast acquisition and interpretation of traffic signs. However, such systems still suffer from the inability to accurately recognize signs. Moreover, the sharing of wirelessly recognized signs among vehicles is not yet supported by current systems. In some safety scenarios, vehicle-to-vehicle communication of traffic sign information is required. In this article, we first address challenges and undesirable factors facing TSDR systems. After that, we show how to design a TSDR system by addressing some useful techniques used in each stage of the system. For each stage, these techniques are regrouped into different categories. Then, for each category, a short description is given followed by some concluding remarks. Finally, the transmission of the recognized signs is briefly investigated.
Keywords
driver information systems; image recognition; object detection; road safety; road vehicles; vehicular ad hoc networks; ADAS; TSDR; advanced driver assistance systems; driver safety; safety scenarios; smart vehicles; traffic sign detection; traffic sign information; traffic sign recognition; transmission systems; vehicle-to-vehicle communication; Cameras; Feature extraction; Image color analysis; Image edge detection; Image segmentation; Intelligent vehicles; Traffic control;
fLanguage
English
Journal_Title
Wireless Communications, IEEE
Publisher
ieee
ISSN
1536-1284
Type
jour
DOI
10.1109/MWC.2013.6704472
Filename
6704472
Link To Document