I propose a system to identify the unknown person in a face image for which the position, scale and
image-plane rotation of the face are unknown. The proposed system detects the iris of both eyes
and normalizes the position, scale and image-plane rotation of the face using iris positions. The
algorithm measures the degree of matching bet/en the image and the face template of each person
using normalized cross-correlation value. Recognition of a person is done using the highest degree
of matching. The execution time of the recognition is 0. 66 [seconds] with Pentium IV, 2. BGHz.
