earticle

영어

In this work we will create a system of recognition of Moroccan plate-style vehicle license plates using the invariant moments in features extraction and the support vectors machines such as Moroccan plate is slightly treated by researchers in pattern recognition field. In this context we propose a data set for Moroccan plates composed of 100 images capted with Samsung I9000 mobile camera with maximum resolution 2560 x 1920 dpi. For this purpose we have used in our system is composed by three main phases: the preprocessing of plates followed by the extraction of primitives with invariant moments method in order to convert each image into a vector number which is nothing other than an information extracted from this plate just to differentiate the others. Finally, our recognition system will end with a classification phase by the support vectors machines (SVM). Finally, the recognition system has been proved to be accurate and efficient by the experiment results.