On Loopy Belief Propagation - Local Stability Analysis for Non-Vanishing Fields.
Christian KnollFranz PernkopfPublished in: UAI (2017)
Keyphrases
- stability analysis
- loopy belief propagation
- belief propagation
- markov random field
- approximate inference
- graphical models
- nonlinear systems
- free energy
- graph cuts
- conditional random fields
- energy minimization
- message passing
- computer vision
- stereo matching
- markov chain monte carlo
- em algorithm
- input output
- random variables
- competitive learning
- probability distribution
- exact inference
- bayesian networks
- learning algorithm