On the use and misuse of particle filtering in digital communications.
Elena PunskayaArnaud DoucetWilliam J. FitzgeraldPublished in: EUSIPCO (2002)
Keyphrases
- particle filtering
- particle filter
- visual tracking
- appearance model
- kalman filtering
- object tracking
- contour tracking
- kalman filter
- mean shift
- dynamic bayesian networks
- human motion capture
- human motion
- state estimation
- ego motion estimation
- human body tracking
- video tracking
- sequential monte carlo
- bayesian filtering
- importance sampling
- conditional density
- multiple hypotheses
- observation model
- hand tracking
- density function
- articulated hand
- machine learning
- robust object tracking
- swarm intelligent
- proposal distribution
- multiple targets
- robust tracking
- probability distribution
- optical flow
- learning algorithm