Laplacian eigenmaps for multimodal groupwise image registration.
Mathias PolflietStefan KleinWiro J. NiessenJef VandemeulebrouckePublished in: Medical Imaging: Image Processing (2017)
Keyphrases
- image registration
- laplacian eigenmaps
- manifold learning
- nonlinear dimensionality reduction
- kernel pca
- groupwise registration
- mutual information
- atlas construction
- medical imaging
- graph laplacian
- dimensionality reduction
- empirical mode decomposition
- dynamic time warping
- image processing
- euclidean space
- low dimensional
- locally linear embedding
- kernel matrix
- registration accuracy
- image analysis
- pattern recognition
- spectral clustering
- random walk
- principal component analysis
- active learning
- support vector
- computer vision