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 :
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