Medial Axis Aware Learning of Signed Distance Functions

Samuel Weidemaier, Christoph Norden-Smoch, Martin Rumpf

We propose a novel variational method to compute a highly accurate global signed distance function (SDF) to a given point cloud. To this end, the jump set of the gradient of the SD…