Uncertainty estimation and visualization in probabilistic segmentation.
Ahmed Al-TaieHorst K. HahnLars LinsenPublished in: Comput. Graph. (2014)
Keyphrases
- uncertain data
- probability theory
- optical flow estimation
- volume data
- level set
- segmentation algorithm
- conditional probabilities
- probabilistic formulation
- maximum a posteriori estimation
- multiscale
- segmentation accuracy
- orientation estimation
- medical imaging
- partial volume
- shape prior
- brain mri
- continuous valued
- probabilistic model
- image segmentation
- bayesian networks
- probability measures
- handling uncertainty
- inference process
- robust parameter estimation
- segmented images
- generative model
- object segmentation
- segmentation method
- decision theory
- energy function
- self organizing maps
- piece wise
- probabilistic knowledge
- estimation algorithm
- image regions
- measurement error
- fully automatic
- region growing
- volume rendering
- parameter estimation
- robust estimation
- graphical models
- image analysis