Semi-supervised video segmentation using tree structured graphical models.
Ignas BudvytisVijay BadrinarayananRoberto CipollaPublished in: CVPR (2011)
Keyphrases
- graphical models
- video segmentation
- semi supervised
- graph structure
- belief propagation
- video sequences
- probabilistic inference
- undirected graphical models
- probabilistic model
- probabilistic graphical models
- approximate inference
- bayesian networks
- random variables
- segmentation method
- semi supervised learning
- video frames
- structure learning
- markov networks
- conditional random fields
- belief networks
- labeled data
- map inference
- exact inference
- video analysis
- factor graphs
- pairwise
- statistical inference
- conditional independence
- multi view
- active learning
- structured data
- loopy belief propagation
- video data