Bayesian estimation via sequential Monte Carlo sampling - Constrained dynamic systems.
Lixin LangWen-shiang ChenBhavik R. BakshiPrem K. GoelSridhar UngaralaPublished in: Autom. (2007)
Keyphrases
- dynamic systems
- sequential monte carlo
- bayesian estimation
- posterior distribution
- particle filter
- probability distribution
- latent variables
- complex systems
- parameter estimation
- markov chain monte carlo
- bayesian framework
- dynamical systems
- hyperparameters
- importance sampling
- particle filtering
- visual tracking
- maximum a posteriori
- posterior probability
- object tracking
- kalman filter
- model selection
- expectation maximization
- mean shift
- support vector
- bayesian networks
- hidden variables
- markov chain
- co occurrence
- prior knowledge