A variant of particle filtering using historic datasets for tracking complex geospatial phenomena.
Anand V. PanangadanAshit TalukderPublished in: GIS (2010)
Keyphrases
- particle filtering
- particle filter
- visual tracking
- dynamic bayesian networks
- contour tracking
- object tracking
- multi object tracking
- markerless
- mean shift
- human body tracking
- appearance model
- kalman filter
- tracking framework
- conditional density
- kalman filtering
- state estimation
- real time tracking
- human motion capture
- bayesian filtering
- sequential monte carlo
- multiple object tracking
- articulated hand
- tracking scheme
- hand tracking
- human motion
- observation model
- video tracking
- proposal distribution
- ego motion estimation
- importance sampling
- robust object tracking
- articulated body
- video sequences
- multiple targets
- face tracking
- data points
- spatio temporal
- object recognition
- image segmentation