Graphical Models and Deformable Diffeomorphic Population Registration Using Global and Local Metrics.
Aristeidis SotirasNikos KomodakisBen GlockerJean-François DeuxNikos ParagiosPublished in: MICCAI (1) (2009)
Keyphrases
- graphical models
- image registration
- belief propagation
- probabilistic model
- random variables
- probabilistic inference
- image matching
- markov networks
- approximate inference
- probabilistic graphical models
- exact inference
- bayesian networks
- deformation field
- map inference
- deformable registration
- deformable shapes
- demons algorithm
- conditional random fields
- structure learning
- atlas construction
- groupwise registration
- factor graphs
- conditional independence
- belief networks
- surface registration
- diffeomorphic registration
- registration process
- statistical inference
- deformable models
- mutual information
- message passing
- image sequences
- image segmentation