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Coarse resolution defect localization algorithm for an automated visual printed circuit board inspection

机译:自动化视觉印刷电路板检查的粗糙分辨率缺陷定位算法

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摘要

One of the backbones in electronic manufacturing industry is the printed circuit board (PCB) manufacturing. Current practice in PCB manufacturing requires etching process. This process is an irreversible process. Printing process, which is done before etching process, caused most of the destructive defects found on the PCB. Once the laminate is etched, the defects, if exist would cause the PCB laminate become useless. Due to the fatigue and speed requirement, manual inspection is ineffective to inspect every printed laminate. Therefore, manufacturers require an automated system to detect the defects online which may occur during the printing process. Hence, this paper proposes an algorithm for automated visual PCB inspection that is able to automatically detect and locate any defect on a PCB laminate. The defect is detected by utilizing wavelet-based image difference algorithm. The coarse resolution differenced image then is used in order to locate the defective area on the fine resolution tested PCB image.
机译:电子制造业中的一个底部是印刷电路板(PCB)制造。 PCB制造的当前实践需要蚀刻过程。这个过程是一种不可逆转的过程。在蚀刻过程之前进行的印刷过程导致PCB上发现的大部分破坏性缺陷。一旦蚀刻了层压材料,缺陷会导致PCB层压材料变得无用。由于疲劳和速度要求,手动检查无效地检查每种印刷层压板。因此,制造商需要自动化系统来检测在线期间可能发生的在线的缺陷。因此,本文提出了一种用于自动检测PCB层压板上的自动检测和定位任何缺陷的自动视觉PCB检查算法。利用基于小波的图像差算法来检测缺陷。然后使用粗略分辨率差异图像以定位测试的PCB图像上的偏差区域。

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