Layered graphical models for tracking partially-occluded objects.
Vitaly AblavskyAshwin ThangaliStan SclaroffPublished in: CVPR (2008)
Keyphrases
- graphical models
- partially occluded objects
- belief propagation
- random variables
- probabilistic model
- probabilistic graphical models
- approximate inference
- conditional random fields
- probabilistic inference
- bayesian networks
- map inference
- structure learning
- markov networks
- nonparametric belief propagation
- particle filter
- exact inference
- belief networks
- hough space
- conditional independence
- factor graphs
- statistical inference
- motion tracking
- loopy belief propagation
- search algorithm
- markov logic networks
- undirected graphical models
- appearance model