Blind Deconvolution Using Alternating Maximum a Posteriori Estimation with Heavy-Tailed Priors.
Jan KoteraFilip SroubekPeyman MilanfarPublished in: CAIP (2) (2013)
Keyphrases
- heavy tailed
- maximum a posteriori estimation
- blind deconvolution
- prior distribution
- total variation
- bayesian framework
- generalized gaussian
- map estimation
- maximum a posteriori
- gaussian distribution
- image deblurring
- blurred images
- noise reduction
- image restoration
- maximum likelihood
- denoising
- bayesian inference
- motion estimation
- image processing
- image denoising
- generative model
- probabilistic model
- prior knowledge
- bayesian networks