However, before we test for the presence of a mouth or nose, we rotate
the face such that the two current possible eyes being evaluated lie on the
horizontal. This simplifies the subsequent steps of detecting a mouth or a
nose. We also rotate a mask representing the facial contour in a similar
fashion to keep track of the interior of the facial contour. The rotated
images of the face and the mask are displayed in Figure .