Pedestrian tracking in video sequences: A particle filtering approach.
Mateusz OwczarekPrzemyslaw BaranskiPawel StrumilloPublished in: FedCSIS (2015)
Keyphrases
- particle filtering
- tracking in video sequences
- visual tracking
- particle filter
- face detection
- object detection
- human motion capture
- mean shift
- appearance model
- contour tracking
- object tracking
- human motion
- human body tracking
- kalman filter
- kalman filtering
- sequential monte carlo
- conditional density
- importance sampling
- articulated hand
- state estimation
- bayesian filtering
- robust object tracking
- ego motion estimation
- swarm intelligent
- tracking scheme
- proposal distribution
- multiple targets
- dynamic bayesian networks
- density function
- video tracking
- detection method
- image processing
- observation model
- machine learning