SDFs from Unoriented Point Clouds using Neural Variational Heat Distances

Samuel Weidemaier, Florine Hartwig, Josua Sassen +3

We propose a novel variational approach for computing neural Signed Distance Fields (SDF) from unoriented point clouds. To this end, we replace the commonly used eikonal equation w…