Christoph Norden-Smoch

Medial Axis Aware Learning of Signed Distance Functions

Abstract 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 SDF, which coincides with the medial axis of the surface, is explicitly taken into account th...