OPTICS & OPTOELECTRONIC TECHNOLOGY, Volume. 22, Issue 3, 37(2024)

High-Stability Real-Time Method for Headpose Estimation Based on Nonlinear Optimization

HAO Zhi-feng1, WENG Jin-ping2, and LU Guo-qiang3
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
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    References(8)

    [1] [1] Deng J,Guo J,Xue N,et al. Arcface:Additive angular margin loss for deep face recognition[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition,2019:4690-4699.

    [2] [2] Xiang J,Zhu G. Joint face detection and facial expression recognition with MTCNN[C]//2017 4th International Conference on Information Science and Control Engineering(ICISCE). IEEE,2017:424-427.

    [3] [3] Zhang K,Zhang Z,Li Z,et al. Joint face detection and alignment using multitask cascaded convolutional networks[J]. IEEE Signal Processing Letters,2016,23(10):1499-1503.

    [4] [4] Ramanan D,Zhu X. Face detection,pose estimation,and landmark localization in the wild[C]//Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition(CVPR),2012:2879-2886.

    [5] [5] Fanelli G,Gall J,Van Gool L. Real time head pose estimation with random regression forests[C]//CVPR 2011.IEEE,2011:617-624.

    [6] [6] Fei D,Yousi W,Yulei H,et al. Position and pose estimation of spherical panoramic image with improved epnp algorithm[J]. Acta Geodaetica et Cartographica Sinica,2016,45(6):677-684.

    [7] [7] Leutenegger S,Lynen S,Bosse M,et al. Keyframe-based visual-inertial odometry using nonlinear optimization[J].The International Journal of Robotics Research,2015,34(3):314-334.

    [8] [8] Reshetikhin N Y,Takhtadzhyan L A,Faddeev L D. Quantization of Lie groups and Lie algebras[M]//Fifty Years of Mathematical Physics:SelectedWorks of Ludwig Faddeev,2016:469-501.

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    HAO Zhi-feng, WENG Jin-ping, LU Guo-qiang. High-Stability Real-Time Method for Headpose Estimation Based on Nonlinear Optimization[J]. OPTICS & OPTOELECTRONIC TECHNOLOGY, 2024, 22(3): 37

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    Paper Information

    Received: Sep. 18, 2023

    Accepted: --

    Published Online: Jun. 27, 2024

    The Author Email:

    DOI:

    CSTR:32186.14.

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