1. A method of extracting feature vectors for face recognition and retrieval, the method comprising the steps of: (a) generating an entire Fourier feature vector for an entire face area of a normalized face image using first and second normalized vectors, and generating a central Fourier feature vector for a central face area of the normalized face image using third and fourth normalized vectors; and (b) generating an entire intensity feature vector for the entire face area and a local intensity feature vector for a predetermined number of face component-wise areas, generating an entire composite feature vector by coupling the first and second normalized vectors and the entire intensity feature, and generating a central composite feature vector by coupling the third and fourth normalized vectors and the local intensity feature vectors.