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Hybrid algorithm to reconstruct out-of-plane surface deformations from interferometric image data

机译:从干涉图像数据重建平面外表面变形的混合算法

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Abstract: Interferometric methods are of particular interest in industrial quality assurance to detect material defects via deformation and vibration analysis. One of their main advantages is contact-free surface examination and the possibility to provide full-field information with sub-micron sensitivity. When examining intensity images provided by a phase-shifting speckle interferometer, the measuring range is limited because the phase wrapping effect occurs in combination with high speckle noise levels. In this paper, a new hybrid approach for the phase unwrapping problem is presented which significantly extends the measuring range, and, in addition, reduces the computational effort. This is achieved by a specific tile processing strategy combining a polynomial based local phase-unwrapping approach and a Fourier based strategy to form a hybrid algorithm. The hybrid approach assures time efficient tile processing using polynomial approximation in image areas of low fringe density on the one hand and carefully directed high performance slope computations in noisy or strongly deformed areas on the other hand. In these strongly deformed areas a Fourier based approach can still find the correct affine linear approximation. With the resulting set of local affine linear approximations, a global spline model of the underlying deformation profile is obtained by an iterative region-growing technique combined with a O(n) data transformation. !7
机译:摘要:干涉测量法特别适合通过变形和振动分析来检测材料缺陷的工业质量保证。它们的主要优点之一是无接触表面检查,并且可以提供亚微米灵敏度的全场信息。当检查由相移斑点干涉仪提供的强度图像时,由于相包裹效应与高斑点噪声水平一起出现,因此测量范围受到限制。在本文中,提出了一种用于相位解缠问题的新混合方法,该方法显着扩展了测量范围,并且减少了计算量。这是通过将基于多项式的局部相位展开方法和基于傅立叶的策略相结合以形成混合算法的特定切片处理策略来实现的。混合方法一方面确保在低条纹密度的图像区域中使用多项式逼近,另一方面又在嘈杂或强烈变形的区域中使用精心指导的高性能斜率计算,从而确保了高效的瓦片处理。在这些严重变形的区域中,基于傅立叶的方法仍然可以找到正确的仿射线性近似。通过生成的一组局部仿射线性逼近,通过迭代区域增长技术与O(n)数据变换相结合,获得了基础形变轮廓的整体样条模型。 !7

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