Author Affiliations
1School of Physics and Telecommunication Engineering, South China Normal University, Guangzhou, Guangdong 510006, China2Guangdong Provincial Engineering Research Center for Optoelectronic Instrument, Guangzhou, Guangdong 510006, Chinashow less
Fig. 1. Disparity of facial landmarks
Fig. 2. Flow chart of 3D head pose estimation
Fig. 3. Facial intrinsic coordinate system
Fig. 4. Plan view of the yaw
Fig. 5. Plan view of the roll
Fig. 6. Plan view of the pitch
Fig. 7. Euler correction of the roll
Fig. 8. Euler correction of the yaw
Fig. 9. Experiment platform. (a) Experiment system; (b) 3D rotating optical instruments; (c) binocular cameras
Fig. 10. Images in the head pose dataset. (a) Pitch; (b) roll; (c) yaw
Fig. 11. Visualization of 3D facial landmarks
Fig. 12. Average absolute error of the roll
Fig. 13. Average absolute error of the pitch
Fig. 14. Mean absolute error of the yaw
Absolute error | Roll | Pitch | Yaw | Mean |
---|
OpenFace | 5.25 | 4.28 | 3.62 | 4.38 | Ours | 0.14 | 1.00 | 2.09 | 1.08 |
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Table 1. Absolute error of Euler angle measurement unit: (°)
RMS | Roll | Pitch | Yaw | Mean |
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OpenFace | 7.00 | 5.24 | 4.07 | 5.44 | Ours | 0.18 | 1.11 | 2.47 | 1.25 |
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Table 2. RMS of Euler angle measurement
Absolute error | Roll | Pitch | Yaw | Mean |
---|
OpenFace | 8.60 | 5.88 | 4.21 | 6.23 | Ours | 0.16 | 1.27 | 1.93 | 1.12 |
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Table 3. Absolute error of large-angle Euler angle measurement unit: (°)