Maximum a Posteriori Local Histogram Estimation for Image Registration.
Matthew ToewsD. Louis CollinsTal ArbelPublished in: MICCAI (2) (2005)
Keyphrases
- maximum a posteriori
- map estimation
- image registration
- markov random field
- registration parameters
- maximum likelihood
- image reconstruction
- image super resolution
- parameter estimation
- em algorithm
- bayesian framework
- label field
- posterior distribution
- mutual information
- prior model
- expectation maximization
- energy function
- image matching
- update equations
- minimum mean squared error
- generalized gaussian
- edge preserving
- affine transformation
- noisy images
- gray level
- image segmentation
- registration process
- deformation field