STD-Net: Structure-Preserving and Topology-Adaptive Deformation Network for Single-View 3D Reconstruction.

3D reconstruction from single-view images is a long-standing research problem. There have been various methods based on point clouds and volumetric representations. In spite of success in 3D models generation, it is quite challenging for these approaches to deal with models with complex topology and fine geometric details.