Image modeling and enhancement via structured sparse model selection.
Guoshen YuGuillermo SapiroStéphane MallatPublished in: ICIP (2010)
Keyphrases
- model selection
- cross validation
- parameter estimation
- edge detection
- statistical inference
- gaussian process
- mixture model
- hyperparameters
- bayesian learning
- generalization error
- similarity measure
- model selection criteria
- image segmentation
- sample size
- machine learning
- regression model
- feature selection
- statistical model
- variable selection
- automatic model selection
- selection criterion
- bayesian model selection
- subspace information criterion
- motion segmentation
- parameter determination
- bayesian methods
- image processing
- learning algorithm