Patch-Based Generative Shape Model and MDL Model Selection for Statistical Analysis of Archipelagos.
Melanie GanzMads NielsenSami S. BrandtPublished in: MLMI (2010)
Keyphrases
- model selection
- shape model
- statistical analysis
- shape space
- cross validation
- unsupervised learning
- generative model
- sample size
- level set segmentation
- hyperparameters
- mixture model
- parameter estimation
- shape prior
- texture synthesis
- selection criterion
- motion segmentation
- feature selection
- shape variations
- model selection criteria
- gaussian process
- statistical shape model
- machine learning
- statistical methods
- energy function
- bayesian information criterion
- information criterion
- marginal likelihood
- automatic model selection
- high dimensional
- support vector
- learning algorithm