Intrinsic Polynomials for Regression on Riemannian Manifolds
Intrinsic Polynomials for Regression on Riemannian Manifolds
We develop a framework for polynomial regression on Riemannian manifolds. Unlike recently developed spline models on Riemannian manifolds, Riemannian polynomials offer the ability to model parametric polynomials of all integer orders, odd and even. An intrinsic adjoint method is employed to compute variations of the matching functional, and polynomial regression …