Tracking and counting vehicles in traffic video sequences using particle filtering.
Christiano BouviéJacob ScharcanskiPablo BarcellosFabiano Lopes EscoutoPublished in: I2MTC (2013)
Keyphrases
- particle filtering
- visual tracking
- video sequences
- moving vehicles
- object tracking
- traffic scenes
- particle filter
- human motion
- traffic flow
- appearance model
- traffic surveillance
- real time tracking
- mean shift
- human body tracking
- image sequences
- state estimation
- particle filtering algorithm
- bayesian filtering
- hand tracking
- sequential monte carlo
- contour tracking
- articulated hand
- multiple object tracking
- markerless
- face tracking
- multi object tracking
- tracking framework
- moving objects
- kalman filter
- kalman filtering
- motion estimation
- real time
- data association
- multiple targets
- multi target tracking
- robust object tracking
- video tracking
- motion model
- proposal distribution
- observation model
- robust tracking
- tracking scheme
- articulated body
- computer vision
- multi camera
- video frames
- video data
- spatio temporal
- density function
- body parts
- three dimensional
- vehicle trajectory