A model selection approach for robust spatio-temporal analysis of dynamics in 4D fluorescence videomicroscopy.
Ikhlef BecharAlain TrubuilPublished in: EMBC (2006)
Keyphrases
- temporal analysis
- model selection
- cross validation
- parameter estimation
- hyperparameters
- regression model
- error estimation
- sample size
- bayesian learning
- machine learning
- motion segmentation
- mixture model
- generalization error
- selection criterion
- feature selection
- statistical inference
- variable selection
- information criterion
- model selection criteria
- marginal likelihood
- parameter determination
- gaussian process
- video summarization
- state space
- image sequences
- automatic model selection