A Genetic Algorithm approach for selecting Tikhonov regularization parameter.
Chuansheng WuJinrong HeXiufen ZouPublished in: IEEE Congress on Evolutionary Computation (2008)
Keyphrases
- regularization parameter
- genetic algorithm
- image restoration
- cross validation
- tikhonov regularization
- regularization methods
- regularization method
- regularization term
- noise variance
- hyperparameters
- adaptive regularization
- regularized image restoration
- model selection
- fitness function
- simulated annealing
- evolutionary algorithm
- generalized cross validation
- high quality
- prior information
- total variation
- genetic algorithm ga
- markov random field
- image processing
- learning algorithm