L1 prior majorization in Bayesian image restoration.
Miguel VegaRafael MolinaAggelos K. KatsaggelosPublished in: DPS (2009)
Keyphrases
- image restoration
- image prior
- edge preserving
- total variation
- markov random field
- prior distribution
- maximum a posteriori
- image deblurring
- image processing
- super resolution
- posterior distribution
- regularization parameter
- low level vision
- iterative image restoration
- gauss markov random fields
- degraded images
- motion blur
- wiener filter
- regularization method
- blind image restoration
- modified hopfield neural network
- point spread function
- gaussian noise
- prior knowledge
- image restoration problems
- adaptive neighborhood
- image denoising
- restoration algorithm
- restoration method
- bayesian networks
- maximum likelihood
- image reconstruction
- blur identification
- kernel estimation
- image deconvolution
- prior information
- restored image
- reconstructed image
- blurred images
- blind deconvolution