On sequential Monte Carlo sampling methods for Bayesian filtering.

Arnaud Doucet Simon J. Godsill Christophe Andrieu

Published in: Stat. Comput. (2000)

Keyphrases

sampling methods
particle filtering
visual tracking
particle filter
random sampling
importance sampling
active learning
mean shift
appearance model
kalman filter
machine learning
human motion
object tracking
state space
posterior distribution
video sequences
three dimensional