TABLE 2.
Quantitative Evaluation on 130 Pairs of Sinus Images
| Translation Error | Rotation Error | |||||
|---|---|---|---|---|---|---|
| Median | Mean | Std. Var. | Median | Mean | Std. Var. | |
| LMedS | 47.30 | 52.40 | 29.67 | 3.57 | 4.39 | 4.62 |
| MSAC | 32.50 | 40.71 | 28.13 | 6.59 | 8.06 | 6.28 |
| RANSAC | 29.38 | 36.59 | 26.85 | 11.38 | 13.34 | 10.57 |
| RANSAC2 | 9.73 | 12.22 | 8.80 | 0.48 | 0.75 | 0.86 |
| RESC | 12.84 | 29.36 | 34.87 | 0.61 | 2.19 | 3.16 |
| ASSC | 9.61 | 12.33 | 14.73 | 0.41 | 0.83 | 1.99 |
| pbM | 47.18 | 52.98 | 36.99 | 2.40 | 3.41 | 3.10 |
| ASKC2* | 27.80 | 37.90 | 34.23 | 1.69 | 2.69 | 2.89 |
| ASKC1 | 9.49 | 10.71 | 7.00 | 0.38 | 0.58 | 0.71 |
| ASKC2 | 7.25 | 8.95 | 7.52 | 0.32 | 0.46 | 0.59 |
Because pbM employs the eight-point algorithm, we also test our ASKC2 with the eight-point algorithm (ASKC2*) for fairness.