A satisfactory recognition rate can not be obtained sometimes because of some factors affected by light conditions and plate's cleanness in vehicle recognition systems.In this paper,an approach is presented to recognize vehicle characters based on adaptive neural network constructed by ART,combined with the neural network's adaptive feature,which effectively improves recognition rate.