Conformal Metric Optimization on Surface (CMOS) for Deformation and Mapping in Laplace-Beltrami Embedding Space.
Yonggang ShiRongjie LaiRaja GillDaniel PelletierDavid C. MohrNancy L. SicotteArthur W. TogaPublished in: MICCAI (2) (2011)
Keyphrases
- embedding space
- laplace beltrami
- euclidean space
- low dimensional
- manifold learning
- geometric structure
- graph embedding
- input space
- dimensionality reduction
- data points
- high dimensional
- geodesic distance
- nonlinear dimensionality reduction
- graph laplacian
- euclidean distance
- riemannian manifolds
- metric space
- shape analysis
- locally linear embedding
- shortest path
- image registration
- kernel machines
- metric learning
- semi supervised
- feature space
- high dimensional data
- kernel matrix
- distance transform
- kernel function
- vector space
- distance measure
- principal component analysis