Deep Marching Cubes: Learning Explicit Surface Representations

1 code implementation • CVPR 2018 • Yiyi Liao, Simon Donné, Andreas Geiger

Existing learning based solutions to 3D surface prediction cannot be trained end-to-end as they operate on intermediate representations (e. g., TSDF) from which 3D surface meshes must be extracted in a post-processing step (e. g., via the marching cubes algorithm).