DocumentCode :
2584890
Title :
An active vision system for real-time traffic sign recognition
Author :
Miura, Jun ; Kanda, Tsuyoshi ; Shirai, Yoshiaki
Author_Institution :
Dept. of Comput.-Controlled Mech. Syst., Osaka Univ., Japan
fYear :
2000
fDate :
2000
Firstpage :
52
Lastpage :
57
Abstract :
This paper presents an active vision system for real-time traffic sign recognition. The system is composed of two cameras, one is equipped with a wide-angle lens and the other with a telephoto-lens, and a PC with an image processing board. The system first detects candidates for traffic signs in the wide-angle image using color; intensity, and shape information. For each candidate, the telephoto-camera is directed to its predicted position to capture the candidate in a larger size in the image. The recognition algorithm is designed by intensively using built-in-functions of an off-the-shelf image processing board to realize both easy implementation and fast recognition. The results of on-road real-time experiments show the feasibility of the system
Keywords :
active vision; image colour analysis; image recognition; position control; real-time systems; road traffic; traffic engineering computing; active vision; image color; image recognition; position control; real-time systems; road traffic; shape information; traffic sign recognition; wide-angle lens; Cameras; Character recognition; Computer vision; Data mining; Image processing; Image recognition; Lenses; Machine vision; Real time systems; Shape control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Transportation Systems, 2000. Proceedings. 2000 IEEE
Conference_Location :
Dearborn, MI
Print_ISBN :
0-7803-5971-2
Type :
conf
DOI :
10.1109/ITSC.2000.881017
Filename :
881017
Link To Document :
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