3D segmentation of SBFSEM images of neuropil by a graphical model over supervoxel boundaries.
Björn AndresUllrich KötheThorben KrögerMoritz HelmstaedterKevin L. BriggmanWinfried DenkFred A. HamprechtPublished in: Medical Image Anal. (2012)
Keyphrases
- graphical models
- segmentation algorithm
- segmentation method
- test images
- edge detection
- belief propagation
- probabilistic graphical models
- probabilistic model
- input image
- random variables
- probabilistic inference
- bayesian networks
- three dimensional
- structure learning
- approximate inference
- graph structure
- conditional random fields
- image retrieval
- nonparametric belief propagation
- image matching
- level set
- image registration
- map inference
- feature points
- motion analysis
- distributed systems
- object segmentation
- exact inference
- video sequences
- image labeling
- conditional dependencies