Belief-propagation algorithm and the Ising model on networks with arbitrary distributions of motifs
S. YoonAlexander V. GoltsevSergey N. DorogovtsevJ. F. F. MendesPublished in: CoRR (2011)
Keyphrases
- belief propagation
- probabilistic model
- factor graphs
- energy function
- graphical models
- objective function
- bayesian framework
- preprocessing
- power law
- markov random field
- parameter estimation
- probability distribution
- input data
- optimal solution
- graph cuts
- dynamic programming
- partition function
- similarity measure
- gaussian distribution
- stereo matching
- matching algorithm
- np hard
- closed form
- em algorithm
- energy minimization
- posterior probability
- expectation maximization
- linear programming
- free energy
- loopy belief propagation
- image processing