A Computation Theory for Orientation-Selective Simple Cells Based on the MAP Estimation Principle and Markov Random Fields.
Mehdi N. ShiraziYoshikazu NishikawaPublished in: IWANN (1997)
Keyphrases
- map estimation
- markov random field
- maximum a posteriori
- maximum a posterior
- energy function
- higher order
- orientation selective
- belief propagation
- pairwise
- maximum likelihood
- graph cuts
- image restoration
- image segmentation
- mrf models
- noisy images
- random fields
- image super resolution
- potential functions
- mrf model
- em algorithm
- energy minimization
- multiresolution
- conditional random fields
- image prior
- markov networks
- image reconstruction