On importance sampling in sequential Bayesian tracking of elderly.
Shahram PayandehPublished in: SysCon (2016)
Keyphrases
- importance sampling
- particle filter
- sequential monte carlo
- particle filtering
- kalman filter
- monte carlo
- proposal distribution
- markov chain monte carlo
- visual tracking
- object tracking
- posterior distribution
- bayesian inference
- markov chain
- appearance model
- data association
- rare events
- motion model
- tracking framework
- multiple objects
- mean shift
- image segmentation
- prior knowledge
- search space