Research Article
Reconstructing 3D Model from Single-View Sketch with Deep Neural Network
Table 3
Character models (synthetic).
| | Ours | ShapeMVD | Nearest retrieval | Tatarchenko et al. [15] | [15]+U-net | Volumetric decoder | R2N2 |
| Hausdorff distance | 0.065 | 0.089 | 0.200 | 0.119 | 0.092 | 0.152 | 0.148 | Chamfer distance | 0.010 | 0.015 | 0.036 | 0.025 | 0.016 | 0.026 | 0.032 | Normal distance | 26.47 | 30.61 | 44.93 | 34.98 | 31.00 | 53.84 | 53.13 | Depth map error | 0.014 | 0.018 | 0.040 | 0.030 | 0.019 | 0.031 | 0.036 | Volumetric distance | 0.248 | 0.313 | 0.541 | 0.428 | 0.329 | 0.437 | 0.493 |
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