Tests for the Choice of the Regularization Parameter in Nonlinear Inverse Problems.
Jodi L. MeadC. C. HammerquistPublished in: SIAM J. Matrix Anal. Appl. (2013)
Keyphrases
- inverse problems
- regularization parameter
- regularization method
- regularization methods
- image reconstruction
- image restoration
- global optimization
- convex optimization
- cross validation
- optimization methods
- early vision
- optimization problems
- regularization term
- partial differential equations
- hyperparameters
- total variation
- image processing
- super resolution
- edge preserving
- maximum likelihood
- multiscale