Learned Belief-Propagation Decoding with Simple Scaling and SNR Adaptation.
Mengke LianFabrizio CarpiChristian HägerHenry D. PfisterPublished in: CoRR (2019)
Keyphrases
- belief propagation
- graphical models
- message passing
- markov random field
- graph cuts
- decoding algorithm
- approximate inference
- stereo matching
- fixed point
- loopy belief propagation
- markov networks
- pairwise
- factor graphs
- energy function
- free energy
- statistical physics
- signal to noise ratio
- max product
- high quality
- upper bound
- probabilistic model
- disparity map
- belief networks
- energy minimization
- exact inference
- higher order
- reinforcement learning
- multiscale
- computer vision
- generalized belief propagation