Regularization Properties of Mumford-Shah-Type Functionals with Perimeter and Norm Constraints for Linear Ill-Posed Problems.
Esther KlannRonny RamlauPublished in: SIAM J. Imaging Sci. (2013)
Keyphrases
- mumford shah
- piecewise constant
- mumford shah functional
- color image restoration
- piecewise smooth
- bayesian estimation
- regularization methods
- image segmentation
- regularized least squares
- curve evolution
- minimization problems
- variational framework
- regularization term
- impulse noise removal
- total variation
- level set
- image deblurring
- fidelity term
- regularization method
- level set method
- energy functional
- mumford shah model
- higher order
- regularization parameter
- noisy images
- partial differential equations
- objective function