According to the affection of the change of the face position on the face recognition

we adopt the algorithm of Scale Invariant Feature Transformation that has the good invariance of scale

rotation

and illumination. To improve SIFT feature matching algorithm efficiency

a method of reducing similar measure matching cost is presented. The linear combination of cityblock distance and chessboard distance is employed in place of Euclidean distance

and it achieves comparability measurement of feature ...