Regularization using the MDL principle: estimation of regularization parameters for regions containing discontinuities.
Koji MiyajimaNaoki MukawaMamoru OkadaPublished in: Systems and Computers in Japan (1999)
Keyphrases
- regularization parameter
- mdl principle
- generalized cross validation
- image restoration
- cross validation
- minimum description length
- blur identification
- noise variance
- regularization method
- hyperparameters
- noise level
- regularization methods
- information theory
- prior information
- point spread function
- learning algorithm
- alternating minimization
- parameter space
- closed form
- model selection
- edge detection
- wiener filter
- higher order
- input image
- support vector
- high quality
- image sequences
- feature selection
- computer vision