Multilevel decoders surpassing belief propagation on the binary symmetric channel.
Shiva Kumar PlanjeryDavid DeclercqShashi Kiran ChilappagariBane V. VasicPublished in: ISIT (2010)
Keyphrases
- belief propagation
- graphical models
- message passing
- decoding algorithm
- markov random field
- stereo matching
- graph cuts
- markov networks
- approximate inference
- pairwise
- loopy belief propagation
- energy minimization
- free energy
- fixed point
- factor graphs
- energy function
- exact inference
- statistical physics
- probabilistic inference
- probabilistic model
- belief networks
- conditional random fields
- dynamic programming
- non binary
- random variables
- higher order
- reinforcement learning
- image sequences