Bilateral Regularization in Reproducing Kernel Hilbert Spaces for Discontinuity Preserving Image Registration.
Christoph JudNadia MöriBenedikt BitterliPhilippe C. CattinPublished in: MLMI@MICCAI (2016)
Keyphrases
- reproducing kernel hilbert space
- image registration
- reproducing kernel
- kernel methods
- loss function
- special case
- kernel function
- mutual information
- data dependent
- euclidean space
- learning theory
- density estimation
- domain adaptation
- distance measure
- input space
- vector valued
- gaussian process
- learning problems
- coarse to fine
- medical imaging
- image analysis
- metric learning
- deformation field
- computer vision
- energy minimization
- machine learning
- kernel matrix
- graph cuts
- graphical models
- pairwise
- support vector
- feature extraction