Just a comment.

I really liked how they based their approach on an interpretation of biological vision where people classify objects based on similarity to prototypes in miliseconds and then slowly determine what the specific object is. One thing that stood out was how much results depend on the shape and texture distances used, finding the appropriate distance seems almost as important as finding the right classifier.