Although great improvements have been made in face detection, it is still challenging to get reliable prediction of face views. The chief culprit is that the appearance of a face in a 2D image can change substantially as the viewing angles changes. In this Paper, a method for unseen view prediction based on single image is proposed. To realize the prediction of the unseen views, a 2D facial curve is utilized to describe for the 3D face model, and we analyze the projection relationship between the facial curve and the imaging plane, and got an effective method of transformation. The...