A Bayesian Approach to Sparse Model Selection in Statistical Shape Models.
Ali GooyaChristos DavatzikosAlejandro F. FrangiPublished in: SIAM J. Imaging Sci. (2015)
Keyphrases
- model selection
- statistical shape model
- cross validation
- hyperparameters
- shape model
- parameter estimation
- bayesian learning
- sample size
- machine learning
- ground truth data
- feature selection
- active shape model
- model selection criteria
- gaussian process
- selection criterion
- high dimensional
- information criterion
- sparse representation
- higher order
- semi supervised
- training data
- deformation field
- learning algorithm
- data mining
- marginal likelihood