Having obtained the facial landmarks, we can attempt to find the direction of the face. The 2D face landmark points essentially conform to the shape of the head. So, given a 3D model of a generic human head, we can find approximate corresponding 3D points for a number of facial landmarks, as shown in the following photo:
