Model selection for automated reconstruction from multiple views.
Tomás WernerAndrew ZissermanPublished in: BMVC (2002)
Keyphrases
- model selection
- reconstruction from multiple views
- cross validation
- hyperparameters
- statistical learning
- structure from motion
- bayesian learning
- parameter estimation
- sample size
- error estimation
- gaussian process
- statistical inference
- regression model
- mixture model
- variable selection
- meta learning
- model selection criteria
- machine learning
- selection criterion
- marginal likelihood
- feature selection
- generalization error
- motion segmentation
- leave one out cross validation
- parameter determination
- bayesian model selection
- bayesian methods
- generalization bounds
- posterior distribution
- image sequences