Inference methods for CRFs with co-occurrence statistics

The Markov and Conditional random fields (CRFs) used in computer vision typically model only local interactions between variables, as this is generally thought to be the only case that is computationally tractable. In this paper we consider a class of global potentials defined over all variables in...

Full description

Bibliographic Details
Main Authors: Ladický, Ľ, Russell, C, Kohli, P, Torr, PHS
Format: Journal article
Language:English
Published: Springer Nature 2012