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Non-uniform illumination correction based on the retinex theory in digital image correlation measurement method

机译:基于Retinex理论的数字图像相关测量方法不均匀照明校正

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摘要

Digital image correlation is a well-known optical measurement method for full-field deformation and strain measurements. The quality of speckle images used in digital image correlation calculation can directly affect the measurement accuracy of digital image correlation. In most practical measurement circumstances, a uniform illumination environment is usually required to illuminate the detected object in order to capture speckle images upon different deformed states with uniform background intensity. However, the tested object becomes so large that the adopted light source cannot cover all the interested area with uniform illumination, and the speckle images acquired by CCD camera may have non-uniform background intensity distributions. In this paper, the influence of non-uniform illumination is first analyzed in detail by means of a comparison of experimental results of digital image correlation using speckle patterns with both uniform and non-uniform intensity distributions. Then, a new correctional method based on the combination of the basic retinex theory and the illumination formulae of a point light source is proposed. Finally, a real experiment with non-uniform illumination is implemented to verify the effectiveness of this method.
机译:数字图像相关是一种公知的用于全场变形和应变测量的光学测量方法。数字图像相关计算中使用的斑点图像的质量可以直接影响数字图像相关的测量精度。在大多数实际测量环境中,通常需要均匀的照明环境来照亮检测到的对象,以便在具有均匀背景强度的不同变形状态下捕获斑点图像。然而,测试对象变得如此之大,所以采用的光源不能覆盖具有均匀照明的所有感兴趣的面,并且CCD相机获取的散斑图像可能具有非均匀的背景强度分布。在本文中,首先通过使用具有均匀和非均匀强度分布的散斑图案的数字图像相关的实验结果进行详细分析非均匀照射的影响。然后,提出了一种基于基本视网膜理论的组合和点光源的照明公式的新校正方法。最后,实施了具有非均匀照明的真实实验以验证该方法的有效性。

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