Surface Spline Approximation on SO(3)

Details Surface Spline Approximation on SO(3) Surface Spline Approximation on SO(3)

2009-11-10

arxiv.org/abs/0911.1836v2

Appl. Comput. Harmon. Anal. Volume 31, Issue 2, Pages 169-184 (2011)

Mathematics

Classical Analysis and ODEs

22 pages, to appear in Appl. Comput. Harmon. Anal

Scientific paper

10.1016/j.acha.2010.11.003

The purpose of this article is to introduce a new class of kernels on SO(3) for approximation and interpolation, and to estimate the approximation power of the associated spaces. The kernels we consider arise as linear combinations of Green's functions of certain differential operators on the rotation group. They are conditionally positive definite and have a simple closed-form expression, lending themselves to direct implementation via, e.g., interpolation, or least-squares approximation. To gauge the approximation power of the underlying spaces, we introduce an approximation scheme providing precise L_p error estimates for linear schemes, namely with L_p approximation order conforming to the L_p smoothness of the target function.

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