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Wavelet-Based Processing of ECT Images for Inspection of Printed Circuit Board

机译:基于小波的ECT图像处理印刷电路板检测

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摘要

This paper presents a wavelet-based image processing technique, which analyzes eddy-current testing (ECT) images derived by scanning printed circuit boards (PCB's) with an ECT probe and automatically detects the existence and location of the defect. First, the undesired components contained in probe output are removed through two types of wavelet filtering. Then the comparison of two images obtained from reference and tested PCB's are carried out to extract the signal due to the defect. In this paper, one-dimensional (1-D) wavelet is used only in the horizontal direction considering that the scanning of the probe is along that direction. In addition, the square norm of difference between original and processed signal is proposed as a criterion to keep the waveform of the defect peak as possible. The application examples of sample PCB's reveal the effectiveness and problems of the given approach.
机译:本文提出了一种基于小波的图像处理技术,该技术可分析通过使用ECT探针扫描印刷电路板(PCB)所获得的涡流测试(ECT)图像,并自动检测缺陷的存在和位置。首先,通过两种类型的小波滤波去除了包含在探头输出中的不希望有的分量。然后比较从参考PCB和测试PCB获得的两个图像,以提取由于缺陷而产生的信号。在本文中,考虑到探头的扫描是沿着该方向,仅在水平方向上使用一维(1-D)小波。另外,提出了原始信号和处理后信号之差的平方范数作为保持缺陷峰波形尽可能的准则。示例PCB的应用示例揭示了给定方法的有效性和问题。

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