Maximilian Weiherer

Matérn Kernels for Tunable Implicit Surface Reconstruction

We propose to use the family of Matérn kernels for implicit surface reconstruction, building upon the recent success of kernel methods for 3D reconstruction of oriented point clouds. As we show from a theoretical and practical perspective, Matérn kernels have some appealing properties which make the…