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Research on the Image Multilayer Matching Comparison Method in PCB Defects Inspection

机译:PCB缺陷检测中的图像多层匹配比较方法研究

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In the real-time inspection technology of the printed circuit board (PCB), the matching comparison method is widely used with its simple and easy algorithm to implement. However it has kinds of flaws such as high rate of false report and mutually disturbs among different patterns in comparing process. Therefore this research improved the conventional matching comparison method, proposed the multilayer matching comparison method that based on the multi-threshold values partition image, enhanced the PCB inspection accuracy and reduced the phenomenon of false report. This technique is especially suitable for the inspection of PCB image that has complex gray-levels and multimodal histogram, and can also preliminarily classify the defects according to the partition layers processing.
机译:在印刷电路板(PCB)的实时检查技术中,匹配比较方法以其简单易用的算法实现而被广泛使用。但是,在比较过程中,存在虚假率高,不同模式之间相互干扰等缺陷。因此,本研究对传统的匹配比较方法进行了改进,提出了基于多阈值分割图像的多层匹配比较方法,提高了PCB检查的准确性,减少了误报现象。该技术尤其适用于具有复杂灰度级和多峰直方图的PCB图像的检查,并且还可以根据分隔层处理对缺陷进行初步分类。

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