Boosting the Performance of Object Tracking with a Half-Precision Particle Filter on GPU.
Gabin SchiefferNattawat PornthisanDaniel Araújo de MedeirosStefano MarkidisJacob WahlgrenIvy PengPublished in: Euro-Par Workshops (1) (2023)
Keyphrases
- object tracking
- particle filter
- particle filtering
- visual tracking
- appearance model
- kalman filter
- data association
- video surveillance
- mean shift
- robust tracking
- multiple object tracking
- motion model
- multi camera
- state space
- partial occlusion
- observation model
- tracking accuracy
- appearance modeling
- learning algorithm
- target tracking
- machine learning
- object appearance
- object tracking algorithm
- multiple cameras
- moving objects
- video sequences
- image sequences
- color histogram
- face tracking
- multi target tracking
- object location
- computer vision
- bayesian filtering