On the Relationship Between Belief Propagation Decoding and Joint Maximum Likelihood Detection.
John MacLaren WalshPhillip A. RegaliaPublished in: IEEE Trans. Commun. (2010)
Keyphrases
- belief propagation
- maximum likelihood
- graphical models
- message passing
- markov networks
- markov random field
- decoding algorithm
- approximate inference
- stereo matching
- graph cuts
- factor graphs
- loopy belief propagation
- pairwise
- energy minimization
- fixed point
- parameter estimation
- probabilistic inference
- energy function
- free energy
- maximum a posteriori
- stereo vision
- dynamic programming
- semi supervised
- computer vision
- expectation maximization
- lower bound
- em algorithm
- partition function
- bayesian networks