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Ultrasonic flaw detection based on mathematical morphology

机译:基于数学形态学的超声波探伤

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The deterministic and statistical properties of morphological filters and their application in ultrasonic flaw detection have studied utilizing different structuring elements. It has been shown the effectiveness of the filtering process depends on the frequency content of input signals, the combination of morphological operations, and the parameters of the structuring elements. The statistical parameters (mean, variance, and skewness) of sequential morphological operations (i.e., dilation, closing, clos-erosion, and clos-opening) are examined in order to determine the noise suppression capability of morphological filters and their biasing effects. Experimental evaluation of morphological filters for flaw detection in the presence of strong scattering echoes is presented for A- and B-scans. The processed experimental results show that morphological filters can improve flaw visibility by suppressing microstructure scattering echoes. The performance of morphological filters is compared with that of recursive median filters and ensemble averaging using experimental data. Results indicate that morphological filters perform better than recursive median filters in preserving the geometric structure of the signal and can replace ensemble averaging which requires numerous measurements.
机译:利用不同的结构元素研究了形态过滤器的确定性和统计特性及其在超声探伤中的应用。已经表明,滤波过程的有效性取决于输入信号的频率含量,形态运算的组合以及结构元素的参数。为了确定形态过滤器的噪声抑制能力及其偏向效应,检查了连续形态学操作(即膨胀,闭合,闭合腐蚀和闭合打开)的统计参数(均值,方差和偏度)。针对A扫描和B扫描,提出了在存在强散射回波的情况下用于缺陷检测的形态过滤器的实验评估。处理后的实验结果表明,形态过滤器可以通过抑制微结构散射回波来提高缺陷可见度。使用实验数据将形态过滤器的性能与递归中值过滤器的性能和集合平均进行比较。结果表明,形态学滤波器在保留信号的几何结构方面比递归中值滤波器更好,并且可以代替需要大量测量的集成平均。

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