Track, Check, Repeat: An EM Approach to Unsupervised Tracking.
Adam W. HarleyYiming ZuoJing WenAyush MangalShubhankar PotdarRitwick ChaudhryKaterina FragkiadakiPublished in: CVPR (2021)
Keyphrases
- real time tracking
- unsupervised learning
- tracking framework
- automatic tracking
- tracking objects
- tracking multiple
- multi target
- expectation maximisation
- cluttered environments
- expectation maximization
- visual tracking
- real time
- object recognition and tracking
- multiple hypothesis tracking
- tracking multiple objects
- object tracking
- particle filtering
- mixture model
- em algorithm
- particle filter
- data driven
- image segmentation
- partial occlusion
- motion detection
- appearance model
- kalman filter
- mean shift
- supervised learning
- multi target tracking
- robust tracking
- video surveillance
- multiple target tracking
- generative model
- probabilistic data association
- computer vision