Pruned Resampling: Probabilistic Model Selection Schemes for Sequential Face Recognition.
Atsushi MatsuiSimon ClippingdaleTakashi MatsumotoPublished in: IEICE Trans. Inf. Syst. (2007)
Keyphrases
- model selection
- face recognition
- cross validation
- hyperparameters
- parameter estimation
- bayesian learning
- statistical inference
- bayesian model selection
- statistical learning
- regression model
- motion segmentation
- error estimation
- mixture model
- computer vision
- machine learning
- bayesian networks
- variable selection
- model selection criteria
- gaussian process
- information criterion
- discriminant analysis
- sample size
- generalization error
- feature selection
- linear discriminant analysis
- bayesian methods
- conditional probabilities
- support vector machine
- selection criterion
- probabilistic model
- leave one out cross validation
- parameter determination
- automatic model selection
- marginal likelihood
- posterior probability
- principal component analysis
- semi supervised
- active learning