Overlapping Mixtures of Gaussian Processes for the data association problem.
Miguel Lázaro-GredillaSteven Van VaerenberghNeil D. LawrencePublished in: Pattern Recognit. (2012)
Keyphrases
- gaussian processes
- data association
- gaussian process
- gaussian process regression
- visual tracking
- motion model
- particle filter
- multi sensor
- kalman filter
- object tracking
- multi task
- multiple objects
- hyperparameters
- body parts
- model selection
- computer vision
- appearance model
- video sequences
- image sequences
- expectation maximization
- state space
- probabilistic model
- bayesian inference
- search space
- image processing