Data-driven tree-structured Bayesian network for image segmentation.
Kittipat KampaJosé C. PríncipeDuangmanee PutthividhyaAnand RangarajanPublished in: ICASSP (2012)
Keyphrases
- data driven
- image segmentation
- bayesian networks
- conditional probability tables
- tree structure
- multiscale
- binary tree
- tree structured data
- graphical models
- region growing
- structured data
- probability distribution
- image processing
- learning bayesian networks
- image analysis
- deformable models
- tree nodes
- junction tree
- structural learning
- influence diagrams
- method for image segmentation
- probabilistic model
- markov random field
- gray level
- level set
- contour detection
- real world
- pairwise
- clique tree
- unsupervised image segmentation
- uncertain knowledge
- active contours
- hierarchical structure
- image segmentation algorithm
- index structure
- tree structures
- leaf nodes
- graph partitioning
- causal relationships
- segmentation method
- incomplete data