Directional filters for fringe pattern denoising

J. Villa, J. A. Quiroga, I. de la Rosa
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引用次数: 2

Abstract

For a successful phase demodulation it is important to have a good quality fringe pattern image. For this reason preprocessing fringe patterns is, many times, an unavoidable task. Often, noise removal is the main problem to be solved, however, the use of ordinary linear filters is not always a proper procedure specially in the presence of high density fringes because the signal and noise are mixed in the Fourier space. Also, as fringe pattern images are two-dimensional functions, frequencies are two-component vectors which requires consider the filtering direction. We present a new denoising technique for preprocessing fringe pattern images which requires to previously estimate the fringe orientation. For cases of high noise levels we modify the proposed technique by means of a regularized local cost function in order to get a better noise response. We present a noise response analysis of the proposed technique, some experimental results and its application to wrapped phase maps denoising.
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用于条纹图案去噪的方向滤波器
对于一个成功的相位解调,重要的是要有一个高质量的条纹图案图像。由于这个原因,预处理条纹图案,很多时候,是一个不可避免的任务。通常,噪声去除是要解决的主要问题,然而,使用普通线性滤波器并不总是一个适当的程序,特别是在高密度条纹的存在下,因为信号和噪声在傅里叶空间中混合。另外,由于条纹图像是二维函数,频率是双分量矢量,需要考虑滤波方向。提出了一种新的去噪方法,用于对条纹图像进行预处理,该方法需要预先估计条纹的方向。对于高噪声水平的情况,我们通过正则化局部代价函数来修改所提出的技术,以获得更好的噪声响应。本文给出了该方法的噪声响应分析、一些实验结果及其在包裹相位图去噪中的应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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