Features as Sufficient Statistics
Geiger, Davi, Rudra, Archisman, Maloney, Laurance T.
–Neural Information Processing Systems
An image is often represented by a set of detected features. We get an enormous compression by representing images in this way. Furthermore, we get a representation which is little affected by small amounts of noise in the image. However, features are typically chosen in an ad hoc manner.
Neural Information Processing Systems
Dec-31-1998