A new concept-function of vector membership from algebraic theory and fuzzy math is derived.The function of image membership is constructed and a feature extraction and recognition method is presented based on the function of image membership. Finally
this method is used to solve the recognition problem of human facial images. Experimental results have shown that the membership has effective ability of recognition and distinction.