Surface breaking crack detection algorithm for flying spot and line thermography based on the Canny approach

N. W. Pech-May, M. Ziegler
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引用次数: 1

Abstract

In this work we introduce an algorithm based on the well-known Canny approach for effectual crack detection in thermographic films obtained using flying spot thermography (FST) or flying line thermography (FLT). The proposed algorithm performs faster than another algorithm, for crack detection, based on the application of two Sobel filters (one in x and another one in y directions). For FLT it is shown that processing 10-25 % of the thermograms of a thermographic film required to scan a whole sample is enough to obtain good results. In contrast, using the Sobel filter approach requires the processing of twice the thermographic film length. Experimental measurements are performed on a metallic component of complex shape which contains real defects, that is, surface breaking cracks due to industrial use. The specimen is tested using flying line thermography. Three different scanning speeds are tested: 10, 30 and 60 mms with laser powers of 50, 60 and 120 W respectively. The sample and an infrared camera are aligned and fixed on a motorized linear stage. The diode laser LDM500 (500 W max power) is fixed on an optical bench separately from the linear stage. The results obtained with the proposed algorithm are additionally compared with a previously established algorithm for flying spot thermography based on the Sobel filter. It is shown that the proposed algorithm based on the Canny approach, can be used in automated systems for thermographic non-destructive testing.
基于Canny方法的飞点线热成像表面断裂裂纹检测算法
在这项工作中,我们介绍了一种基于著名的Canny方法的算法,用于对使用飞点热成像(FST)或飞线热成像(FLT)获得的热成像薄膜进行有效的裂纹检测。在裂纹检测方面,基于两个Sobel滤波器(一个在x方向上,另一个在y方向上)的应用,所提出的算法比另一种算法执行得更快。对于FLT,表明处理扫描整个样品所需的热成像膜的10- 25%的热图足以获得良好的结果。相比之下,使用索贝尔滤波方法需要处理两倍的热成像膜长度。实验测量是在复杂形状的金属部件上进行的,该部件包含实际缺陷,即由于工业使用而产生的表面断裂裂纹。试样采用飞线热像仪进行测试。测试了三种不同的扫描速度:10、30和60 mm,激光功率分别为50、60和120 W。样品和红外摄像机对准并固定在电动线性台上。二极管激光器LDM500(最大功率500 W)与线性台分开固定在光学台上。并将所提算法的结果与先前建立的基于Sobel滤波的飞点热成像算法进行了比较。结果表明,基于Canny方法提出的算法可用于热成像无损检测自动化系统。
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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