In recent trends, face recognition is an important tool for security identification besides law enforcement, excess control and several navigation aids. The proposed algorithm applies a different 40 gabor filters bank on an image. As a result of which 40 images with different angles and orientation were received. Subsequently, maximum intensity points in each filtered image were calculated and marked as fiducial points. The system reduced these points in accordance to distance between them which were followed by calculating the distances between the reduced points using distance formula.