Finite dimensional realization of a quadratic convergence yielding iterative regularization method for ill-posed equations with monotone operators.
Vorkady S. ShubhaSanthosh GeorgeJidesh PacheeripadikkalM. E. ShobhaPublished in: Appl. Math. Comput. (2016)
Keyphrases
- finite dimensional
- regularization method
- numerical solution
- image restoration
- inverse problems
- partial differential equations
- higher dimensional
- convex sets
- global optimization
- convex optimization
- regularization parameter
- image processing
- differential equations
- image reconstruction
- super resolution
- level set
- total variation
- computational complexity
- markov random field
- objective function
- image denoising
- low dimensional
- pairwise
- high order
- supervised learning
- learning algorithm