Local Autoencoding for Parameter Estimation in a Hidden Potts-Markov Random Field.
Sanming SongBailu SiJ. Michael HerrmannXisheng FengPublished in: IEEE Trans. Image Process. (2016)
Keyphrases
- markov random field
- parameter estimation
- graph cuts
- markov fields
- belief propagation
- random fields
- mrf model
- pairwise
- energy function
- maximum a posteriori
- energy minimization
- higher order
- image restoration
- posterior distribution
- clique potentials
- conditional random fields
- approximate inference
- message passing
- image segmentation
- maximum likelihood estimation
- potential functions
- parameter estimation algorithm
- mrf models
- textured images
- parameter learning
- gibbs sampling
- markov chain monte carlo
- structure learning
- least squares
- potts model
- model selection