Please see our updated video: https://www.youtube.com/watch?v=C1iLVAUiC7s
We present an approach that takes a single video of a person's face and reconstructs a high detail 3D shape for each video frame. We target videos taken under uncontrolled and uncalibrated imaging conditions, such as youtube videos of celebrities.
http://grail.cs.washington.edu/projects/totalmoving/