Automated Regularization Parameter Selection in Multi-Scale Total Variation Models for Image Restoration.
Yiqiu DongMichael HintermüllerM. Monserrat Rincon-CamachoPublished in: J. Math. Imaging Vis. (2011)
Keyphrases
- image segmentation
- image restoration
- total variation
- regularization parameter
- markov random field
- multiscale
- image processing
- regularization term
- regularization methods
- adaptive regularization
- image deblurring
- alternating minimization
- convex optimization
- edge preserving
- super resolution
- regularization method
- total variation minimization
- blurred images
- blind deconvolution
- wiener filter
- natural images
- level set
- motion blur
- generalized cross validation
- degraded images
- blind image deconvolution
- color image restoration
- gaussian noise
- noise variance
- cross validation
- blur identification
- image restoration problems