Research Article
Reconstructing 3D Model from Single-View Sketch with Deep Neural Network
Table 4
Man-made objects (human drawing).
| | Ours | ShapeMVD | Nearest retrieval | Tatarchenko et al. [15] | [15]+U-net | Volumetric decoder | R2N2 |
| Hausdorff distance | 0.094 | 0.116 | 0.176 | 0.153 | 0.153 | 0.130 | 0.149 | Chamfer distance | 0.011 | 0.017 | 0.031 | 0.024 | 0.025 | 0.022 | 0.028 | Normal distance | 21.058 | 27.04 | 40.96 | 32.40 | 30.45 | 48.32 | 48.12 | Depth map error | 0.011 | 0.021 | 0.042 | 0.033 | 0.032 | 0.032 | 0.042 | Volumetric distance | 0.202 | 0.311 | 0.544 | 0.405 | 0.403 | 0.405 | 0.500 |
|
|