In Google Image Search Categories Google Blogoscoped announced a slightly hard to find feature: image types, including the ability to just search for faces. For instance, here are some Allenson faces. This is by no means the first face recognition or search software. Polar Rose is notable for promising much more sophisticated face recognition.
The new face of Google