Chernoff faces map data to facial characteristics. Since humans are particularly well-suited to note differences in human faces and facial expressions, this seems like it takes advantage of our natural powers of perception.

Java interactive versions spring up all over the place. This one gets right to the heart of the mapper. (Sorry.)

This image was obtained from Steve Champeon's site.