On the use of Gibbs priors for Bayesian image restoration.
Giovanni SebastianiFred GodtliebsenPublished in: Signal Process. (1997)
Keyphrases
- image restoration
- image prior
- markov random field
- maximum a posteriori
- prior distribution
- edge preserving
- total variation
- posterior distribution
- image processing
- modified hopfield neural network
- low level vision
- prior model
- super resolution
- bayesian framework
- regularization parameter
- iterative image restoration
- higher order
- belief propagation
- restoration algorithm
- bayesian networks
- image deblurring
- image segmentation
- blur identification
- pairwise
- random fields
- maximum likelihood
- parameter estimation
- map estimation
- image sequences
- posterior probability
- motion blur
- image deconvolution
- regularization method
- wiener filter
- blurred images
- restoration method
- bayesian inference
- blind image restoration
- adaptive neighborhood
- spatially varying
- point spread function