3D Hair Reconstruction on Synthetic Hair Data Straight Hair (test)
0.683Precision (1mm/10°)Strand Integration
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Strand Integration180° ambiguity tolerance=true2024.03 | 0.683 | 0.42 | 0.52 | 0.869 | 0.622 | 0.725 | 0.916 | 0.726 | 0.81 | |
| Dr.Hair (w/o DR)DR optimization=false2024.03 | 0.654 | 0.418 | 0.51 | 0.886 | 0.788 | 0.834 | 0.933 | 0.886 | 0.909 | |
| Dr.Hair (w/o guide opt.)guide optimization=false2024.03 | 0.611 | 0.468 | 0.53 | 0.868 | 0.861 | 0.865 | 0.927 | 0.95 | 0.939 | |
| LPMVS180° ambiguity tolerance=true2024.03 | 0.61 | 0.371 | 0.461 | 0.811 | 0.628 | 0.708 | 0.875 | 0.76 | 0.814 | |
| Dr.Hair180° ambiguity tolerance=true, full pipeline=true2024.03 | 0.603 | 0.464 | 0.525 | 0.882 | 0.843 | 0.862 | 0.945 | 0.936 | 0.941 | |
| Dr.Hair (w/o N)abandon N in reparameterization=true2024.03 | 0.595 | 0.469 | 0.525 | 0.866 | 0.854 | 0.86 | 0.928 | 0.943 | 0.935 | |
| Dr.Hair (w/o global opt.)global optimization=false, gravity heuristic only=true2024.03 | 0.581 | 0.457 | 0.512 | 0.855 | 0.858 | 0.857 | 0.918 | 0.948 | 0.933 | |
| NeuralHaircut180° ambiguity tolerance=true2024.03 | 0.503 | 0.15 | 0.231 | 0.764 | 0.293 | 0.424 | 0.859 | 0.386 | 0.533 | |
| Dr.Hair (w/o reparam.)reparameterization=false2024.03 | 0.082 | 0.432 | 0.138 | 0.249 | 0.974 | 0.397 | 0.405 | 0.999 | 0.576 | |
| Dr.Hair (w/o strand init.)strand initialization=straight lines parallel to scalp normal2024.03 | 0.056 | 0.01 | 0.017 | 0.243 | 0.071 | 0.11 | 0.402 | 0.191 | 0.258 |