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Implementation of a fringe visibility based algorithm in coherence scanning interferometry for surface roughness measurement

机译:相干扫描干涉法中基于条纹可见性的表面粗糙度测量算法的实现

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Coherence scanning interferometry (CSI) is an optical profilometry technique that uses the scanning of white light interference fringes over the depth of the surface of a sample to measure the surface roughness. Many different types of algorithms have been proposed to determine the fringe envelope, such as peak fringe intensity detection, demodulation, centroid detection, FFT, wavelets and signal correlation. In this paper we present a very compact and efficient algorithm based on the measurement of the signal modulation using a second-order nonlinear filter derived from Teager-Kaiser methods and known as the five-sample adaptive (FSA) algorithm. We describe its implementation in a measuring system for static surface roughness measurement. Two envelope peak detection techniques are demonstrated. The first one, using second order spline fitting results in an axial sensitivity of 25 run and is better adapted to rough samples. The second one, using local phase correction, gives nanometric axial sensitivity and is more appropriate for smooth samples. The choice of technique is important to minimize artifacts. Surface measurement results are given on a silicon wafer and a metallic contact on poly-Si and the results are compared with those from a commercial interferometer and AFM, demonstrating the robustness of the FSA algorithm.
机译:相干扫描干涉术(CSI)是一种光学轮廓测量技术,它使用在样品表面的整个深度上扫描白光干涉条纹来测量表面粗糙度。已经提出了许多不同类型的算法来确定条纹包络,例如峰值条纹强度检测,解调,质心检测,FFT,小波和信号相关性。在本文中,我们提出了一种非常紧凑且高效的算法,该算法基于使用从Teager-Kaiser方法获得的二阶非线性滤波器进行信号调制测量的方法,称为五样本自适应(FSA)算法。我们描述其在用于静态表面粗糙度测量的测量系统中的实现。演示了两种包络峰检测技术。第一个使用二阶样条拟合,轴向灵敏度为25游程,并且更适合于粗糙的样本。第二种方法使用局部相位校正,可提供纳米级的轴向灵敏度,并且更适合于光滑的样品。技术的选择对于最大程度地减少伪影很重要。给出了在硅晶片上的表面测量结果以及在多晶硅上的金属接触的结果,并将结果与​​商用干涉仪和AFM的结果进行了比较,证明了FSA算法的鲁棒性。

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