DocumentCode :
1893111
Title :
License plate detection system in rainy days
Author :
Yoshimori, Seiki ; Mitsukura, Yasue ; Fukumi, Minoru ; Akamatsu, Norio ; Khosal, Rajiv
Author_Institution :
Graduate Sch. of Eng., Tokushima Univ., Japan
Volume :
2
fYear :
2003
fDate :
16-20 July 2003
Firstpage :
972
Abstract :
License plate recognition is very important in an automobile society. However, it is very difficult to do it, because a background and a body color of cars are similar to that of the license plate. Furthermore, the detection of cars in a moving at a very high-speed is difficult to be done. In this paper, we propose a new robust thresholds determination method in the various background by using the real coded genetic algorithm (RGA). By using RGA, the most likely plate colors are decided under various light conditions. First, the average brightness Y values of images are calculated. Next, relationship between the Y value and the most likely plate color thresholds (upper and lower bounds) are obtained by GA to estimate threshold equations by using the recursive least squares algorithm. Finally, in order to show the effectiveness of the proposed method, we show simulation examples by using real images.
Keywords :
automobiles; character recognition; computer vision; feature extraction; genetic algorithms; image colour analysis; least squares approximations; automobile society; car body colour; image processing; license plate detection system; license plate recognition; light conditions; plate color thresholds; real coded genetic algorithm; real images; recursive least squares algorithm; threshold equations; thresholds determination method; Brightness; Equations; Genetic algorithms; Histograms; Image recognition; Least squares approximation; Licenses; Photography; Resonance light scattering; Robustness;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational Intelligence in Robotics and Automation, 2003. Proceedings. 2003 IEEE International Symposium on
Print_ISBN :
0-7803-7866-0
Type :
conf
DOI :
10.1109/CIRA.2003.1222311
Filename :
1222311
Link To Document :
بازگشت