New multi-step sampling with adaptive sampling patterns in particle filtering for tracking in surveillance systems.
Zhang ChenWan-Chi SiuPublished in: ICCE (2013)
Keyphrases
- particle filtering
- adaptive sampling
- multi step
- surveillance system
- particle filter
- monte carlo
- visual tracking
- object tracking
- video surveillance
- random sampling
- mean shift
- sequential monte carlo
- background subtraction
- appearance model
- human motion
- proposal distribution
- kalman filter
- face tracking
- sampling methods
- camera network
- k nearest neighbor
- data association
- multi camera
- state space
- control charts
- motion model
- moving objects
- knn
- robust tracking
- face recognition
- sampling algorithm
- markov chain monte carlo
- image sequences
- active learning
- machine learning
- multiple objects
- data sets
- objective function
- low dimensional
- data mining