Paper | Code | CD | EMD | IoU | ModelName | ReleaseDate |
---|---|---|---|---|---|---|
Holistic 3D Scene Understanding from a Single Image with Implicit Representation | ✓ Link | 0.0672 | N/A | N/A | IM3D | 2021-03-11 |
Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image | ✓ Link | 0.0836 | N/A | N/A | MGN | 2020-02-27 |
Deep Mesh Reconstruction from Single RGB Images via Topology Modification Networks | ✓ Link | 0.0903 | N/A | N/A | TMN | 2019-09-01 |
Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling | ✓ Link | 0.119 | 0.118 | 0.282 | MarrNet extension (w/ Pose) | 2018-04-12 |
AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation | ✓ Link | 0.125 | 0.128 | N/A | AtlasNet | 2018-02-15 |