Correct Convergence of Min-Sum Loopy Belief Propagation in a Block Interpolation Problem.
Yutong WangMatthew G. ReyesDavid L. NeuhoffPublished in: CoRR (2017)
Keyphrases
- loopy belief propagation
- min sum
- belief propagation
- graph cuts
- markov random field
- min cut
- approximate inference
- graphical models
- energy minimization
- free energy
- conditional random fields
- np hard
- probabilistic inference
- lower bound
- markov chain monte carlo
- message passing
- energy function
- em algorithm
- stereo matching
- least squares
- mutual information
- goal programming
- bayesian networks