Convergence analysis for Guassian belief propagation: Dynamic behaviour of marginal covariances.
Tianju SuiDamián MarelliMinyue FuPublished in: ICASSP (2016)
Keyphrases
- belief propagation
- convergence analysis
- graphical models
- message passing
- markov random field
- graph cuts
- stereo matching
- max product
- markov networks
- approximate inference
- loopy belief propagation
- pairwise
- global convergence
- free energy
- fixed point
- optimality conditions
- parameter estimation
- neural network
- image processing
- bayesian networks
- probability distribution
- energy function
- probabilistic inference
- conditional random fields
- higher order