Graph Cuts in Vision and Graphics:Theories and Applications-Combinatorial min-cut algorithms on graphs emerged as an increasingly useful tool for problems in vision.

In this paper we present Discriminative Random Fields (DRF), a discrim- inative framework for the classification of natural image regions by incor- porating neighborhood spatial dependencies in the labels as well as the observed data. The proposed mo