A variational approach for Bayesian blind image deconvolution.
Aristidis LikasNikolas P. GalatsanosPublished in: IEEE Trans. Signal Process. (2004)
Keyphrases
- blind image deconvolution
- image prior
- edge preserving
- mumford shah
- bayesian estimation
- image restoration
- blind deconvolution
- image deconvolution
- image deblurring
- blurred images
- markov random field
- total variation
- maximum a posteriori
- image segmentation
- noise reduction
- image denoising
- denoising
- anisotropic diffusion
- bayesian networks
- piecewise constant
- variational framework
- noisy images
- mumford shah functional
- piecewise smooth
- image processing
- multiscale
- super resolution
- maximum likelihood
- prior model
- graph cuts
- generative model
- motion blur