On the Choice of the Regularization Parameter in Nonlinear Inverse Problems.
Kazufumi ItoKarl KunischPublished in: SIAM J. Optim. (1992)
Keyphrases
- inverse problems
- regularization parameter
- regularization methods
- regularization method
- image reconstruction
- image restoration
- global optimization
- convex optimization
- cross validation
- optimization methods
- optimization problems
- early vision
- hyperparameters
- image processing
- objective function
- sample size
- model selection
- regularization term
- high resolution
- multiresolution