Title :
The effect of genetic algorithm parameters on the solution of plate location detection
Author :
Peker, Murat ; Altun, Halis ; Karakaya, Fuat
Abstract :
In this study, a new method based on genetic algorithm and neural networks for determining licence plate location is proposed. The effect of genetic algorithm parameters on the quality of solutions is investigated. The method is able to successfully locate a licence plate in avearge 40 msn, on the image of 768x288 size. This score is 200 times quicker compared to sequential search method. Futhermore the method is able to find multiple plates in an image.
Keywords :
genetic algorithms; image processing; neural nets; signal detection; genetic algorithm parameters; neural networks; plate location detection; sequential search method; Genetic algorithms; Licenses; MATLAB; Neural networks; Optical character recognition software; Search methods; Testing;
Conference_Titel :
Signal Processing, Communication and Applications Conference, 2008. SIU 2008. IEEE 16th
Conference_Location :
Aydin
Print_ISBN :
978-1-4244-1998-2
Electronic_ISBN :
978-1-4244-1999-9
DOI :
10.1109/SIU.2008.4632604
