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柔性印刷线路板LED贴片质量视觉检测方法
引用本文:苑玮琦,张俊朋. 柔性印刷线路板LED贴片质量视觉检测方法[J]. 应用声学, 2017, 25(1): 20-23
作者姓名:苑玮琦  张俊朋
作者单位:沈阳工业大学
摘    要:柔性印刷线路板中LED的粘贴需经过点银、贴片、封胶等工艺,其中贴片过程中会产生漏粘、异物、粘斜、偏移等一系列质量问题。提出了一套基于机器视觉的贴片质量在线检测方法:通过最小外接矩形获取有效区域的范围,利用基于轮廓特征的模板匹配对贴片所在连接盘进行定位;利用动态模板匹配检测漏粘缺陷;通过平均灰度值比较法检测LED上的异物缺陷;采用有效区域与LED区域的交集与差集对粘斜与偏移缺陷进行检测。该方案已应用于工业生产线,并且具有较高的检测准确率。

关 键 词:贴片缺陷;最小外接矩形;模板匹配;平均灰度值;矩形度
收稿时间:2016-07-13
修稿时间:2016-07-13

Vision detection method for quality of LED patch on FPC
Yuan Weiqi and Zhang Junpeng. Vision detection method for quality of LED patch on FPC[J]. Applied Acoustics(China), 2017, 25(1): 20-23
Authors:Yuan Weiqi and Zhang Junpeng
Affiliation:Computer Vision Group, Shenyang University of Technology, Shenyang 110870, China and Computer Vision Group, Shenyang University of Technology, Shenyang 110870, China
Abstract:The LED on the flexible printed circuit board need to be gone through silver point, patch, glue sealing and other processes. During the patch, there could produce a series quality problem, such as patch leak, rarity, stick inclined and offset and so on. Aiming at above-mentioned flaws, an online detection method of patch is put forward by machine vision:Smallest bounding rectangle is adopted to get the range of effective area, and template matching based on contour-feature is used to locate the land of patch. Dynamic template matching is used to detect patch leak. Average gray value is adopted to detect rarity. The intersection and difference of effective area and LED domain is applied, which detect the stick inclined and offset. The proposed scheme which has been already used on-line indicated that this scheme has a high detection accuracy.
Keywords:patch flaws   smallest bounding rectangle   template matching   average gray value   rectangularity
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