Semi-Supervised Video Segmentation Using Tree Structured Graphical Models.
Vijay BadrinarayananIgnas BudvytisRoberto CipollaPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2013)
Keyphrases
- graphical models
- video segmentation
- semi supervised
- graph structure
- belief propagation
- undirected graphical models
- video sequences
- probabilistic model
- probabilistic graphical models
- random variables
- video analysis
- approximate inference
- probabilistic inference
- bayesian networks
- segmentation method
- conditional random fields
- video frames
- belief networks
- markov networks
- structure learning
- semi supervised learning
- map inference
- conditional independence
- labeled data
- structured data
- factor graphs
- statistical inference
- exact inference
- multi view
- active learning
- pairwise
- video data
- image processing
- chain graphs
- loopy belief propagation
- gaussian process
- message passing
- multimedia