Capturing Shape Information with Multi-Scale Topological Loss Terms for 3D Reconstruction

1 code implementation • 3 Mar 2022 • Dominik J. E. Waibel, Scott Atwell, Matthias Meier, Carsten Marr, Bastian Rieck

We propose to complement geometrical shape information by including multi-scale topological features, such as connected components, cycles, and voids, in the reconstruction loss.

3D Reconstruction