Laser & Optoelectronics Progress, Volume. 60, Issue 22, 2211004(2023)

Face Feature Detection Based on Structured Light Projection Three-Dimensional Reconstruction

Chenxu Xia1, Qun Hao1,2、*, Yiming Zhang2, Shaohui Zhang2, Fanfei Li2, Zhihui Yang2, and Jiankun Sun2
Author Affiliations
  • 1School of Opto-Electronic Engineering, Chang Chun University of Science and Technology, Changchun 130022, Jilin, China
  • 2School of Optics and Photonics, Beijing Institute of Technology, Beijing 100081, China
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    References(21)

    [1] Zuo C, Zhang X L, Hu Y et al. Has 3D finally come of age?: an introduction to 3D structured-light sensor[J]. Infrared and Laser Engineering, 49, 0303001(2020).

    [2] Ren Z L, Xue X G. Face recognition based on deep learning[J]. Control Engineering of China, 29, 738-742(2022).

    [3] Xue J P, Zhang Q C, Li C H et al. 3D face profilometry based on galvanometer scanner with infrared fringe projection in high speed[J]. Applied Sciences, 9, 1458(2019).

    [4] Guo X M, Yin W, Zuo C et al. Fast and high-precision 3D face scanning system based on infrared fringe projection[C], JTh6A.25(2021).

    [5] Zhu Z M, You D D, Zhou F Q et al. Rapid 3D reconstruction method based on the polarization-enhanced fringe pattern of an HDR object[J]. Optics Express, 29, 2162-2171(2021).

    [6] Zhu Z M, Xie Y L, Cen Y G. Polarized-state-based coding strategy and phase image estimation method for robust 3D measurement[J]. Optics Express, 28, 4307-4319(2020).

    [7] Zhu Z M, Dong Y W, You D D et al. Accurate three-dimensional measurement based on polarization-defocused encoded structured light[J]. Measurement, 205, 112128(2022).

    [8] Shi F C. Research on occluded face detection algorithm based on face key points and multi-task learning[J]. Computer & Digital Engineering, 50, 2070-2073(2022).

    [9] Lin L H, Chen J. Research on multi-view 3D face reconstruction method[J]. Video Engineering, 46, 203-207(2022).

    [10] Wu M D. Research on 3D face recognition method based on deep learning[J]. Journal of Shandong Industrial Technology, 156-157(2019).

    [11] Tang S Y, Zhu J P, Zhang J W. Infrared structured light for 3D face reconstruction[J]. Infrared Technology, 44, 28-32(2022).

    [12] Zhang Q C, Wu Z J. Three-dimensional imaging technique based on Gray-coded structured illumination[J]. Infrared and Laser Engineering, 49, 0303004(2020).

    [13] Wu Z J, Guo W B, Li Y Y et al. High-speed and high-efficiency three-dimensional shape measurement based on Gray-coded light[J]. Photonics Research, 8, 819-829(2020).

    [14] Wan Y Y, Cao Y P, Kofman J. High-accuracy 3D surface measurement using hybrid multi-frequency composite-pattern temporal phase unwrapping[J]. Optics Express, 28, 39165-39180(2020).

    [15] Chen S L, Zhao J B, Xia R B. Improvement of the phase unwrapping method based on multi-frequency heterodyne principle[J]. Acta Optica Sinica, 36, 0412004(2016).

    [16] Guo K Y, He Y X, Hu W. Face five feature point detection based on cascade network and its application[J]. Computer Simulation, 39, 240-244(2022).

    [17] Deng X W, Feng Z L, Qiu C P. Face liveness detection method based on near-infrared and visible binocular vision[J]. Journal of Computer Applications, 40, 2096-2103(2020).

    [18] Song R J, Zhang G H, Ying X L et al. Key point guided phase measurement for 3D facial expression acquisition[J]. Optics & Optoelectronic Technology, 20, 26-31(2022).

    [19] Zhang Z Y. Flexible camera calibration by viewing a plane from unknown orientations[C], 666-673(2002).

    [20] Zhang Z Y. A flexible new technique for camera calibration[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 22, 1330-1334(2000).

    [21] Feng S J, Zuo C, Zhang L et al. Calibration of fringe projection profilometry: a comparative review[J]. Optics and Lasers in Engineering, 143, 106622(2021).

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    Chenxu Xia, Qun Hao, Yiming Zhang, Shaohui Zhang, Fanfei Li, Zhihui Yang, Jiankun Sun. Face Feature Detection Based on Structured Light Projection Three-Dimensional Reconstruction[J]. Laser & Optoelectronics Progress, 2023, 60(22): 2211004

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    Paper Information

    Category: Imaging Systems

    Received: Feb. 13, 2023

    Accepted: Apr. 3, 2023

    Published Online: Nov. 16, 2023

    The Author Email: Hao Qun (qhao@bit.com)

    DOI:10.3788/LOP230620

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