Abstract: In this paper, Structure and properties of fuzzy ART are described. Choice and match tunctton is presented. Low pass filter, cutting minimum intensity and generating vector histogram are used to extracted face features. Fuzzy ART uses the vector histogram

Key words: Face recognition,Neural network, Fuzzy ART, Online, Model