The structure of ART2 and the cellularity of human retina are compared in this paper. Some new functions are added into ART2 network by extending apperceiving ways, adjusting its vigilance value, which is used to simulate the image information processing function of human retina. The applications to the moving object detection fields are provid- ed and the results show that the processing of ART2 network accords with the physiological and psychological features of retina, and can provide a bett...