Uncertainty Calibrated Markov Chain Monte Carlo Sampler for Visual Tracking Based on Multi-shape Posterior.
Junseok KwonPublished in: J. Math. Imaging Vis. (2018)
Keyphrases
- markov chain monte carlo
- visual tracking
- particle filter
- particle filtering
- data association
- object tracking
- reversible jump markov chain monte carlo
- importance sampling
- state space
- appearance model
- mean shift
- posterior distribution
- sequential monte carlo
- monte carlo
- markov chain
- video sequences
- motion model
- parameter estimation
- bayesian inference
- kalman filter
- metropolis hastings
- posterior probability
- proposal distribution
- generative model
- optical flow
- multiple objects
- approximate inference
- human motion
- conditional probabilities
- prior information