-TV Image Restoration with Automatic Regularization Parameter Choice.
Christian ClasonBangti JinKarl KunischPublished in: SIAM J. Sci. Comput. (2010)
Keyphrases
- regularization parameter
- image restoration
- edge preserving
- noise variance
- total variation
- regularization method
- image processing
- tikhonov regularization
- alternating minimization
- super resolution
- markov random field
- regularization term
- point spread function
- regularization methods
- degraded images
- image deblurring
- cross validation
- generalized cross validation
- gaussian noise
- motion blur
- wiener filter
- restored image
- active learning
- machine learning
- image deconvolution
- high resolution
- parameter settings
- pairwise
- higher order
- image reconstruction