Performance Analysis of Sequential Monte Carlo MCMC and PHD Filters on Multi-target Tracking in Video.
Abdullahi DaniyanPublished in: EMS (2014)
Keyphrases
- multi target tracking
- sequential monte carlo
- data association
- visual tracking
- particle filter
- video sequences
- particle filtering
- multiple targets
- markov chain monte carlo
- object tracking
- monte carlo
- mean shift
- motion model
- appearance model
- video data
- kalman filter
- real time
- posterior distribution
- target tracking
- state space
- importance sampling
- video frames
- multi sensor
- multiple objects
- space time
- moving camera
- video surveillance
- motion estimation
- support vector
- tracking framework
- infrared
- pose estimation
- reinforcement learning