Nonlinear Regression on Manifolds for Shape Analysis using Intrinsic Bézier Splines.
Martin HanikHans-Christian HegeAnja HennemuthChristoph von TycowiczPublished in: MICCAI (4) (2020)
Keyphrases
- shape analysis
- nonlinear regression
- euclidean space
- linear regression
- geodesic paths
- geometric structure
- discrete geometry
- shape descriptors
- support vector machine
- shape representation
- support vector regression
- b spline
- regression method
- medical imaging
- manifold learning
- riemannian manifolds
- closed form
- regression problems
- shape space
- image registration
- least squares
- regression methods
- image processing
- high dimensional data
- pairwise
- closed curves
- endpoints