Fast Nonparametric Mutual-Information-based Registration and Uncertainty Estimation.
Mikael AgnKoen Van LeemputPublished in: UNSURE/CLIP@MICCAI (2019)
Keyphrases
- image registration
- mutual information
- image mosaicking
- parametric models
- accurate registration
- parzen window
- nonparametric regression
- normalized mutual information
- affine transformation
- data driven
- registration accuracy
- density estimation
- image pairs
- accurate estimation
- estimation algorithm
- uncertain data
- registration process
- medical image registration
- partial volume
- kernel density estimation
- measurement error
- nonrigid registration
- point cloud
- estimation accuracy
- density estimators
- nonparametric density estimation
- rigid registration
- deformable registration
- registration errors
- image processing
- deformation field
- image alignment
- cross correlation
- parameter estimation
- markov random field
- probability distribution