Visual Tracking by Sampling Tree-Structured Graphical Models.
Seunghoon HongBohyung HanPublished in: ECCV (1) (2014)
Keyphrases
- graphical models
- visual tracking
- sequential monte carlo
- particle filter
- appearance model
- graph structure
- undirected graphical models
- belief propagation
- probabilistic model
- particle filtering
- random variables
- probabilistic inference
- video sequences
- mean shift
- approximate inference
- probabilistic graphical models
- markov networks
- bayesian networks
- conditional random fields
- random sampling
- data association
- object tracking
- structured data
- markov chain monte carlo
- exact inference
- monte carlo
- importance sampling
- high dimensional
- image segmentation
- factor graphs
- message passing
- generative model