Revisiting MAP Estimation, Message Passing and Perfect Graphs.
James R. FouldsNicholas NavaroliPadhraic SmythAlexander T. IhlerPublished in: AISTATS (2011)
Keyphrases
- message passing
- map estimation
- markov random field
- maximum a posteriori
- belief propagation
- energy function
- maximum a posterior
- maximum likelihood
- distributed systems
- higher order
- approximate inference
- factor graphs
- graph cuts
- markov networks
- em algorithm
- shared memory
- inference in graphical models
- sum product algorithm
- sum product
- energy minimization
- conditional random fields
- belief networks
- bayesian framework
- disparity map
- pairwise
- image segmentation
- noisy images
- stereo matching
- image reconstruction
- expectation maximization
- graphical models
- probabilistic model