Bayesian model comparison via path-sampling sequential Monte Carlo.
Yan ZhouAdam M. JohansenJohn A. D. AstonPublished in: SSP (2012)
Keyphrases
- sequential monte carlo
- bayesian model
- posterior distribution
- probability distribution
- latent variables
- bayesian framework
- particle filter
- parameter estimation
- bayesian inference
- visual tracking
- markov chain monte carlo
- posterior probability
- hyperparameters
- importance sampling
- maximum a posteriori
- conditional probabilities
- markov random field
- gaussian distribution
- sample size
- model selection
- prior knowledge
- computer vision
- appearance model
- mean shift
- probabilistic model