Inference of Model Parameters Using Particle Filter Algorithm and Copula Distributions.
Zhimin DengXinan ZhangTianhai TianPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2020)
Keyphrases
- particle filter
- kalman filter
- target tracking
- learning algorithm
- search space
- dynamic programming
- face tracking
- state estimation
- optimal solution
- rao blackwellized particle filter
- object tracking algorithm
- multiple hypotheses
- likelihood function
- object tracking
- probabilistic model
- visual tracking
- appearance model
- importance sampling
- mean shift
- proposal distribution
- generative model
- em algorithm
- multiple target tracking