Research Article
Robust Head Pose Estimation Using a 3D Morphable Model
Table 2
The results of the 3D MAM [
17], the 3DMM [
19], and our proposed approach.
(a) Mean, standard deviation, median, and upper and lower quartile of the absolute error of yaw angle, on the BU-3DFE database |
| USF Human ID | Absolute error ° | Mean | Std | Median | Q25 | Q75 |
| 3D MAM | 4.30 | 3.51 | 3.35 | 1.71 | 6.08 |
| BU-3DFE | Mean | Std | Median | Q25 | Q75 |
| Our approach | 3.28 | 4.21 | 2.65 | 1.25 | 4.69 |
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(b) Mean, standard deviation, median, and upper and lower quartile of the absolute error of yaw angle, on the FacePix database |
| FacePix | Absolute error ° | Mean | Std | Median | Q25 | Q75 |
| 3DMM | 4.89 | 3.15 | 4.48 | 2.15 | 7.06 | 3D-MAM | 6.29 | 4.15 | 4.62 | 2.30 | 8.57 | Our approach | 4.63 | 4.91 | 3.82 | 1.43 | 6.59 |
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