• Laser & Optoelectronics Progress
  • Vol. 58, Issue 14, 1410022 (2021)
Junjie Han1, Kaiqing Luo1、2、*, Jian Qiu1、2, Dongmei Liu1、2, Li Peng1、2, and Peng Han1、2、**
Author Affiliations
  • 1School of Physics and Telecommunication Engineering, South China Normal University, Guangzhou, Guangdong 510006, China
  • 2Guangdong Provincial Engineering Research Center for Optoelectronic Instrument, Guangzhou, Guangdong 510006, China
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    DOI: 10.3788/LOP202158.1410022 Cite this Article Set citation alerts
    Junjie Han, Kaiqing Luo, Jian Qiu, Dongmei Liu, Li Peng, Peng Han. Head Pose Estimation Method of Eye Tracker Based on Binocular Camera[J]. Laser & Optoelectronics Progress, 2021, 58(14): 1410022 Copy Citation Text show less
    Disparity of facial landmarks
    Fig. 1. Disparity of facial landmarks
    Flow chart of 3D head pose estimation
    Fig. 2. Flow chart of 3D head pose estimation
    Facial intrinsic coordinate system
    Fig. 3. Facial intrinsic coordinate system
    Plan view of the yaw
    Fig. 4. Plan view of the yaw
    Plan view of the roll
    Fig. 5. Plan view of the roll
    Plan view of the pitch
    Fig. 6. Plan view of the pitch
    Euler correction of the roll
    Fig. 7. Euler correction of the roll
    Euler correction of the yaw
    Fig. 8. Euler correction of the yaw
    Experiment platform. (a) Experiment system; (b) 3D rotating optical instruments; (c) binocular cameras
    Fig. 9. Experiment platform. (a) Experiment system; (b) 3D rotating optical instruments; (c) binocular cameras
    Images in the head pose dataset. (a) Pitch; (b) roll; (c) yaw
    Fig. 10. Images in the head pose dataset. (a) Pitch; (b) roll; (c) yaw
    Visualization of 3D facial landmarks
    Fig. 11. Visualization of 3D facial landmarks
    Average absolute error of the roll
    Fig. 12. Average absolute error of the roll
    Average absolute error of the pitch
    Fig. 13. Average absolute error of the pitch
    Mean absolute error of the yaw
    Fig. 14. Mean absolute error of the yaw
    Absolute errorRollPitchYawMean
    OpenFace5.254.283.624.38
    Ours0.141.002.091.08
    Table 1. Absolute error of Euler angle measurement unit: (°)
    RMSRollPitchYawMean
    OpenFace7.005.244.075.44
    Ours0.181.112.471.25
    Table 2. RMS of Euler angle measurement
    Absolute errorRollPitchYawMean
    OpenFace8.605.884.216.23
    Ours0.161.271.931.12
    Table 3. Absolute error of large-angle Euler angle measurement unit: (°)
    Junjie Han, Kaiqing Luo, Jian Qiu, Dongmei Liu, Li Peng, Peng Han. Head Pose Estimation Method of Eye Tracker Based on Binocular Camera[J]. Laser & Optoelectronics Progress, 2021, 58(14): 1410022
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