Logarithmic total variation regularization for cross-validation in photon-limited imaging.
Albert K. OhZachary T. HarmanyRebecca M. WillettPublished in: ICIP (2013)
Keyphrases
- cross validation
- total variation regularization
- regularization parameter
- model selection
- hyperparameters
- support vector
- image deblurring
- total variation
- image denoising
- variable selection
- denoising
- training set
- image processing
- high resolution
- locally adaptive
- data sets
- image restoration
- augmented lagrangian
- prior knowledge
- parameter selection