Abstract
In three-dimensional (3D) measurement using fringe projection profilometry (FPP), noise introduced by the camera during fringe capture can cause phase errors in the reconstructed results, affecting the accuracy of the 3D measurements. The two-frequency temporal phase unwrapping method is widely used due to its high efficiency. However, the use of only two fringe patterns in this method leads to reduced noise immunity and an increased phase error. Many researchers have focused on improving the two-frequency method, but little attention has been paid to enhancing its noise immunity. In this article, we propose a novel two-frequency phase unwrapping method. Firstly, we analyze the phase errors of the traditional 4fh + 4 fl two-frequency method and our proposed method in detail. Then, the feasibility of the proposed method has been validated through multiple experiments and simulation results. Finally, we provide solutions to the problems encountered in our proposed method. Through experiments and simulation, our proposed method reduces the phase error by 75.90% and 91.39% relative to the traditional 4fh + 4 fl method, in metal object and gypsum board experiments, respectively. The experimental results show that our proposed method significantly improves the reliability of phase unwrapping and reduces phase errors, thus enhancing the accuracy of 3D reconstruction.
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W.C. Liu, L.G. Zhang, X.L. Zhang, L.F. Han, 3D snow sculpture reconstruction based on structured-light 3D vision measurement. Appl Sci-Basel. 11(8), 3324 (2021)
H.M. Huang, G.H. Liu, K.R. Duan, J.Y. Yuan, 3D reconstruction of structured light based on infrared MEMS. J. Laser Appl. 33(4), 042035 (2021)
Z.W. Cai, X.L. Liu, G. Pedrini, W. Osten, X. Peng, Structured-light-field 3D imaging without phase unwrapping. Opt Laser Eng. 129, 106047 (2020)
L. Wang, D.Q. Liu, R.W. Qiu, J.Q. Tao, 3D reconstruction from structured-light profilometry with dual-path hybrid network. Eurasip J Adv Sig PR. 1, 14 (2022)
J. Zhang, B. Luo, X. Su, L. Li, B.W. Li, S. Zhang, Y.J. Wang, A convenient 3D reconstruction model based on parallel-axis structured light system. Opt Laser Eng. 138, 106366 (2021)
H. Luo, K. Zhang, R.F. Li, Y. Xia, P.D. Liang, A structured-light 3D sensor-based shape measurement method for casting allowance evaluation. Front Phys (2022). https://doi.org/10.3389/fphy.2022.979450
Z. W. LI. Research on structural light 3D measurement technology and system based on digital fringe projection. Huazhong University Sci. Technol. (2009)
Y. L. Chen, F. Y. Wang, J. Y. Liu. Non-contact portable three-dimensional palmprint acquisition system bas-ed on binocular stereo vision and structured light. Laser Optoelectron P. 59(4):0410016 (2022)
J. Wu, X. Li, S.Y. Liu, Y.L. Li, Z.J. Yu, Global three-dimensional reconstruction method for visual detection of aircraft skin damage based on rear positioning. Acta. Opt. Sin. 41(11), 1115002 (2021)
J.J. Yu, J.P. Zhou, R.L. Xue, Y. Xu, L. Xia, Weld surface quality detection based on structured light and illumination model. Chinese J. Lasers. 49(16), 1602019 (2022)
J. Xu, S. Zhang, Status, challenges, and future perspectives of fringe projection profilometry. Opt. Lasters Eng. 135, 106193 (2020)
G. Sansoni, F. Docchio, 3D optical measurements in the field of cultural heritage: the case of the vittoria al-ata of brescia. IEEE T. Instrum. Meas. 54(1), 359–368 (2005)
C. Zuo, S.J. Feng, L. Huang et al., Phase shifting algorithms for fringe projection profilometry: a review. Opt Laser Eng. 109, 23–59 (2018)
T.Y. Tao, Q. Chen, S.J. Feng et al., High-precision real-time 3D shape measurement using a bi-frequency scheme and multi-view system. Appl. Optics 56(13), 3646–3653 (2017)
C. Jiang, S. Xing, H.W. Guo, Fringe harmonics elimination in multi-frequency phase-shifting fringe projection profilometry. Opt. Express 28(3), 2838–2856 (2020)
G. Rajshekhar, P. Rastogi, Fringe analysis: Premise and perspectives. Opt Laser Eng 50(8), iii–x (2012)
C. Zuo, X.L. Zhang, Y. Hu, W. Yin, D.T. Shen, J.X. Zhong, J. Zheng, Q. Chen, Has 3D finally come of age? : an introduction to 3D structured-light sensor. Infrared Laser Eng. 49(3), 9–53 (2020)
I. Din, H. Anwar, I. Syed, H. Zafar, L. Hasan, Projector calibration for pattern projection systems. J Appl Res Technol. 12(1), 80–86 (2015)
S. Zhan, R. Chung R. Use of LCD panel for calibrating structured-light-based range sensing system. IEEE Trans Instrum Meas. 57(11): 2623–2630 (2008)
G. Falcao, N. Hurtos, J. Massich, Plane-based calibration of a projector-camera system. VIBOT master. 9(1), 1–12 (2008)
J. Huang, Z. Wang, Q. Xue, Gao J. Calibration of a camera projector measurement system and error impact analysis. Meas Sci Technol. 23(12):125402 (2012)
X. Zhang, Projector calibration from the camera image point of view. Opt. Eng. 48(11), 117208 (2009)
S.J. Feng, C. Zuo, L. Zhang, T.Y. Tao, Y. Hu, W. Yin, J.M. Qian, Q. Chen, Calibration of fringe projection profilometry: a comparative review. Opt. Lasters Eng. 143, 106622 (2021)
C. Rathjen, Statistical properties of phase-shift algorithms. J. Opt. Soc. Am. A 12(9), 1997–2008 (1995)
C. Zuo, Q. Chen, G. Gu, J. Ren, X. Sui, Y. Zhang, Optimized three-step phase shifting profilometry using the third harmonic injection. Opt. Appl. 43(2), 393–408 (2013)
J.L. Li, L.G. Hassebrook, C. Guan, Optimized two-frequency phase-measuring profilometry light-sensor temporal-noise sensitivity. J Opt Soc Am A. 20(1), 106–115 (2003)
M. Servin, J.C. Estrada, J.A. Quiroga et al., Noise in phase shifting interferometry. Opt. Express 17, 8789–8794 (2009)
S.S. Gorthi, G. Rajshekhar, P. Rastogi, Three dimensional shape measurement using high-order instantaneous moments based fringe projection method. Opt Laser Technol 43(1), 40–44 (2011)
G. Rajshekhar, P. Rastogi, Fringe demodulation using the two-dimensional phase differencing operator. Opt. Lett. 37(20), 4278–4280 (2012)
L. Huang, Q. Kemao, B. Pan, Asundi, et al. Comparison of Fourier transform, windowed Fourier transform, and wavelet transform methods for phase extraction from a single fringe pattern in fringe projection profilometry. Opt. Laster Eng. 48(2):141–148 (2010)
K.M. Qian, Two-dimensional windowed Fourier transform for fringe pattern analysis: principles, applications and implementations. Opt. Laster Eng. 45(2), 304–317 (2007)
C. Zuo, L. Huang, M. Zhang et al., Temporal phase unwrapping algorithms for fringe projection profilometry: a comparative review. Opt. Laser Eng. 85, 84–103 (2016)
Funding
Funding was provided by Natural Science Foundation of Shandong Province (ZR2021MF024, ZR2021MF024, ZR2021MF024, ZR2021MF024, ZR2021MF024, ZR2021MF024, ZR2021MF024) and The Qingdao Natural Science Foundation under Grant (23-2-1-156-zyyd-jch).
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Jintao Liu prepared the main manuscript of the paper, Shuo Shan , Peng Xu ,Wen Zhang ,Ze Li ,Jianhua Wang , Jing Xie prepared all the figures in the manuscript, and all the authors reviewed the manuscript.
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Liu, J., Shan, S., Xu, P. et al. Improved two-frequency temporal phase unwrapping method in fringe projection profilometry. Appl. Phys. B 130, 42 (2024). https://doi.org/10.1007/s00340-024-08183-3
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DOI: https://doi.org/10.1007/s00340-024-08183-3