Particle filters for mixture models with an unknown number of components.
Paul FearnheadPublished in: Stat. Comput. (2004)
Keyphrases
- mixture model
- particle filter
- visual tracking
- state space
- gaussian mixture model
- monte carlo
- model selection
- mixture components
- unsupervised learning
- expectation maximization
- maximum likelihood
- prior knowledge
- information retrieval
- machine learning
- generative model
- mean shift
- probabilistic model
- object tracking
- video sequences