Markov random field optimization for intensity-based 2D-3D registration.
Darko ZikicBen GlockerOliver KutterMartin GroherNikos KomodakisAli KhameneNikos ParagiosNassir NavabPublished in: Medical Imaging: Image Processing (2010)
Keyphrases
- markov random field
- image registration
- medical image registration
- mrf model
- image restoration and reconstruction
- mrf optimization
- graph cuts
- image segmentation
- maximum a posteriori
- mutual information
- energy minimization
- dual decomposition
- belief propagation
- pairwise
- parameter estimation
- energy function
- random fields
- image restoration
- higher order
- prior model
- registration process
- message passing
- potential functions
- image pairs
- image matching
- pose estimation
- conditional random fields
- medical images
- map estimation
- neighboring pixels
- mrf models
- computer vision
- textured images
- segmentation method