1. One or more computer-readable media containing a program that is executable by a computer to create a 3D model of a face, the program comprising the following actions: capturing at least two 2D images of the face; identifying locations of a plurality of distinct facial features in the two images; identifying head regions of the images, based on the identified positions of the plurality of distinct facial features; matching points of the head regions between the images; estimating rotation and translation of the head regions based on the matched points in the images; determining 3D positions of the matched points based on the estimated rotation and translation to create a 3D representation of the face; and fitting a neutral face model to the 3D representation by applying deformation vectors to the neutral face model.