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Image deconvolution techniques for motion blur compensation in DIC measurements

机译:用于DIC测量中的运动模糊补偿的图像反卷积技术

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Digital image correlation (DIC) measurements are affected by several sources of uncertainty. Motion blur is one of the most relevant problems in dynamic DIC applications. This work deals with the problem of compensating motion blur effects on DIC. Firstly, a robust motion blur estimation technique based on cepstral analysis is presented and validated. Secondly, the problem of image restoration has been tackled. Two image deconvolution techniques are presented: one based on cepstrum deconvolution and the other based on Wiener filter. The latter has shown better robustness in presence of noise. Each presented technique has been tested with synthetic DIC experiments. Results demonstrate that both the compensation algorithms are able to improve the accuracy of DIC measurement in presence of motion blur.
机译:数字图像相关性(DIC)测量受不确定性因素的影响。运动模糊是动态DIC应用程序中最相关的问题之一。这项工作解决了补偿DIC的运动模糊效果的问题。首先,提出并验证了基于倒谱分析的鲁棒运动模糊估计技术。其次,解决了图像恢复问题。提出了两种图像反卷积技术:一种基于倒谱解卷积,另一种基于维纳滤波器。后者在存在噪声的情况下表现出更好的鲁棒性。每种提出的技术均已通过合成DIC实验进行了测试。结果表明,两种补偿算法都能够在运动模糊的情况下提高DIC测量的精度。

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