An approach to distributed model selection for multimedia content-based indexing in a decentralized context.
Afshin NiksereshtMarc GelgonPublished in: ICDIM (2007)
Keyphrases
- model selection
- content based indexing
- multimedia
- cross validation
- distributed systems
- regression model
- machine learning
- multimedia data
- mixture model
- model selection criteria
- feature selection
- video data
- gaussian process
- selection criterion
- statistical inference
- multimedia content
- bayesian information criterion
- information criterion
- marginal likelihood
- parameter determination
- data sets
- multimedia databases
- retrieval systems
- metadata
- automatic model selection