Layered Graphical Models for Tracking Partially Occluded Objects.
Vitaly AblavskyStan SclaroffPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2011)
Keyphrases
- graphical models
- partially occluded objects
- belief propagation
- probabilistic model
- random variables
- approximate inference
- probabilistic inference
- bayesian networks
- probabilistic graphical models
- structure learning
- map inference
- factor graphs
- markov networks
- nonparametric belief propagation
- conditional random fields
- belief networks
- particle filter
- conditional independence
- statistical inference
- appearance model
- exact inference
- computer vision
- loopy belief propagation
- statistical relational learning
- active contours
- hough space
- possibilistic networks
- articulated body
- feature space
- message passing