David Doria “Loopy Belief Propagation on MRFs in ITK “. The Insight Journal, March 2011


This code provides a base implementation of Loopy Belief Propagation on MRFs in ITK. We use binary image denoising as an example problem to demonstrate this code. This document is intended only to describe the implementation, not the theory. A complete tutorial on loopy belief propagation on MRFs is available here.  The latest version of the code is available here.