Synchronous Random Fields and Image Restoration.
Laurent YounesPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (1998)
Keyphrases
- image restoration
- random fields
- markov random field
- parameter estimation
- total variation
- edge preserving
- graph cuts
- maximum entropy
- conditional random fields
- mrf model
- image processing
- higher order
- maximum a posteriori
- belief propagation
- image deblurring
- textured images
- energy function
- non stationary
- markov mesh random field
- super resolution
- restoration algorithm
- blurred images
- image restoration problems
- autoregressive
- pairwise
- energy minimization
- iterative image restoration
- probabilistic model
- regularization parameter
- image segmentation
- regularization method
- computer vision
- degraded images
- potential functions
- markov networks
- blind image restoration
- em algorithm
- graphical models
- machine learning
- modified hopfield neural network