Modeling Human Performance in Restless Bandits with Particle Filters.
Sheng Kung Michael YiMark SteyversMichael D. LeePublished in: J. Probl. Solving (2009)
Keyphrases
- particle filter
- particle filtering
- visual tracking
- object tracking
- monte carlo
- kalman filter
- importance sampling
- multiple object tracking
- data association
- likelihood function
- mean shift
- state estimation
- dynamical models
- bayesian filtering
- abrupt motion
- estimation problems
- nonparametric belief propagation
- markov chain monte carlo
- robust tracking
- motion model
- state space
- machine learning
- contour tracking
- bayesian framework
- sequential monte carlo
- object tracking algorithm
- graphical models
- bayesian networks