TY - JOUR
T1 - Fringe projection profilometry method with high efficiency, precision, and convenience
T2 - theoretical analysis and development
AU - Lv, Shenzhen
AU - Tang, Dawei
AU - Zhang, XueJun
AU - Yang, Dongyu
AU - Deng, Weijie
AU - Qian, Kemao
N1 - Funding Information:
Funding. Ministry of Education - Singapore (MOE-T2EP20220-0008); Youth Innovation Promotion Association of the Chinese Academy of Sciences (2019221); National Natural Science Foundation of China (11903036, 1803037, 61805243, 62127901); Bureau of International Cooperation, Chinese Academy of Sciences (181722KYSB20180015); Key Research Program of Frontier Science, Chinese Academy of Sciences (QYZDJ-SSW-JSC038).
Funding Information:
Ministry of Education - Singapore (MOE-T2EP20220-0008); Youth Innovation Promotion Association of the Chinese Academy of Sciences (2019221); National Natural Science Foundation of China (11903036, 1803037, 61805243, 62127901); Bureau of International Cooperation, Chinese Academy of Sciences (181722KYSB20180015); Key Research Program of Frontier Science, Chinese Academy of Sciences (QYZDJ-SSW-JSC038). We thank Xiaoyu He from Nanyang Technological University for participating in the discussion, Yang Liu from University of Science and Technology of China for extracting subpixel position and Yuyuan Zhang from Northeast Normal University for helping with the figures for this paper.
Publisher Copyright:
© 2022 Optica Publishing Group under the terms of the Optica Open Access Publishing Agreement.
PY - 2022/9/12
Y1 - 2022/9/12
N2 - Fringe projector profilometry (FPP) is an important three-dimensional (3D) measurement technique, especially when high precision and speed are required. Thus, theoretical interrogation is critical to provide deep understanding and possible improvement of FPP. By dividing an FPP measurement process into four steps (system calibration, phase measurement, pixel correspondence, and 3D reconstruction), we give theoretical analysis on the entire process except for the extensively studied calibration step. Our study indeed reveals a series of important system properties, to the best of our knowledge, for the first time: (i) in phase measurement, the optimal and worst fringe angles are proven perpendicular and parallel to epipolar line, respectively, and can be considered as system parameters and can be directly made available during traditional calibration, highlighting the significance of the epipolar line; (ii) in correspondence, when two sets of fringes with different fringe orientations are projected, the highest correspondence precision can be achieved with arbitrary orientations as long as these two orientations are perpendicular to each other; (iii) in reconstruction, a higher reconstruction precision is given by the 4 equation methods, while we notice that the 3-equation methods are almost dominatingly used in literature. Based on these theoretical results, we propose a novel FPP measurement method which (i) only projects one set of fringes with optimal fringe angle to explicitly work together with the epipolar line for precise pixel correspondence; (ii) for the first time, the optimal fringe angle is determined directly from the calibration parameters, instead of being measured; (iii) uses 4 equations for precise 3D reconstruction but we can remove one equation which is equivalent to an epipolar line, making it the first algorithm that can use 3-equation solution to achieve 4-equation precision. Our method is efficient (only one set of fringe patterns is required in projection and the speed is doubled in reconstruction), precise (in both pixel correspondence and 3D reconstruction), and convenient (the computable optimal fringe angle and a closed-form 3-equation solution). We also believe that our work is insightful in revealing fundamental FPP properties, provides a more reasonable measurement for practice, and thus is beneficial to further FPP studies.
AB - Fringe projector profilometry (FPP) is an important three-dimensional (3D) measurement technique, especially when high precision and speed are required. Thus, theoretical interrogation is critical to provide deep understanding and possible improvement of FPP. By dividing an FPP measurement process into four steps (system calibration, phase measurement, pixel correspondence, and 3D reconstruction), we give theoretical analysis on the entire process except for the extensively studied calibration step. Our study indeed reveals a series of important system properties, to the best of our knowledge, for the first time: (i) in phase measurement, the optimal and worst fringe angles are proven perpendicular and parallel to epipolar line, respectively, and can be considered as system parameters and can be directly made available during traditional calibration, highlighting the significance of the epipolar line; (ii) in correspondence, when two sets of fringes with different fringe orientations are projected, the highest correspondence precision can be achieved with arbitrary orientations as long as these two orientations are perpendicular to each other; (iii) in reconstruction, a higher reconstruction precision is given by the 4 equation methods, while we notice that the 3-equation methods are almost dominatingly used in literature. Based on these theoretical results, we propose a novel FPP measurement method which (i) only projects one set of fringes with optimal fringe angle to explicitly work together with the epipolar line for precise pixel correspondence; (ii) for the first time, the optimal fringe angle is determined directly from the calibration parameters, instead of being measured; (iii) uses 4 equations for precise 3D reconstruction but we can remove one equation which is equivalent to an epipolar line, making it the first algorithm that can use 3-equation solution to achieve 4-equation precision. Our method is efficient (only one set of fringe patterns is required in projection and the speed is doubled in reconstruction), precise (in both pixel correspondence and 3D reconstruction), and convenient (the computable optimal fringe angle and a closed-form 3-equation solution). We also believe that our work is insightful in revealing fundamental FPP properties, provides a more reasonable measurement for practice, and thus is beneficial to further FPP studies.
KW - Fringe projector profilometry (FPP)
KW - efficiency
KW - precision
KW - theoretical analysis
UR - http://www.scopus.com/inward/record.url?scp=85138668435&partnerID=8YFLogxK
U2 - 10.1364/OE.467502
DO - 10.1364/OE.467502
M3 - Article
VL - 30
SP - 33515
EP - 33537
JO - Optics Express
JF - Optics Express
SN - 1094-4087
IS - 19
M1 - 467502
ER -