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基于干涉图子块自适应选择和主成分分析的快速准确抗倾斜移位相移算法

Fast and accurate tilt-shift-immune phase-shifting algorithm based on self-adaptive selection of interferogram subblocks and principal component analysis.

作者信息

Yang Shuai, Zhao Weiqian, Qiu Lirong, Wang Yun, Tian Songmei

出版信息

Appl Opt. 2020 Mar 20;59(9):2906-2913. doi: 10.1364/AO.383756.

DOI:10.1364/AO.383756
PMID:32225841
Abstract

To eliminate the effect of tilt-shift error on the accuracy of phase-shifting interferometry (PSI), a fast and accurate tilt-shift-immune phase-shifting algorithm based on the self-adaptive selection of interferogram subblocks and principal component analysis (SSPCA) is proposed. First, each interferogram is divided into several subblocks, and principal component analysis and the least-squares method (LSM) are applied to obtain the phase-shift value of each subblock. Next, according to the correlation coefficients between each phase-shift curve, valid and invalid subblocks can be distinguished. Finally, all phase-shift values of the valid subblocks are used to fit the tilt phase-shift plane, and phase results can be obtained using the LSM. Simulations indicate that the accuracy of SSPCA can reach 0.03 rad both for small (1 rad) and large (${2}\pi $2π rad) tilt amplitudes, and it takes only one-tenth or less of the processing time of iterative algorithms. Experiments proved that SSPCA can be applied even without a precision phase shifter and thus provides a low-cost approach for PSI with both high precision and speed.

摘要

为消除倾斜偏移误差对相移干涉测量法(PSI)精度的影响,提出了一种基于干涉图子块自适应选择和主成分分析的快速准确的抗倾斜偏移相移算法(SSPCA)。首先,将每幅干涉图划分为若干子块,并应用主成分分析和最小二乘法(LSM)来获取每个子块的相移值。其次,根据各相移曲线之间的相关系数,可以区分有效子块和无效子块。最后,利用有效子块的所有相移值拟合倾斜相移平面,并通过最小二乘法获得相位结果。仿真表明,对于小(1 rad)和大($2\pi$ rad)倾斜幅度,SSPCA的精度均可达到0.03 rad,且其处理时间仅为迭代算法的十分之一或更少。实验证明,即使没有精密相移器,SSPCA也能应用,从而为高精度和高速度的PSI提供了一种低成本方法。

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Fast and accurate tilt-shift-immune phase-shifting algorithm based on self-adaptive selection of interferogram subblocks and principal component analysis.基于干涉图子块自适应选择和主成分分析的快速准确抗倾斜移位相移算法
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