...
首页> 外文期刊>Journal of Mechatronics, Electrical Power, and Vehicular Technology >Machine Vision Implementation in Rapid PCB Prototyping
【24h】

Machine Vision Implementation in Rapid PCB Prototyping

机译:快速PCB原型中的机器视觉实现

获取原文
   

获取外文期刊封面封底 >>

       

摘要

Image processing, the heart of machine vision, has proven itself to be an essential part of the industries today. Its application has opened new doorways, making more concepts in manufacturing processes viable. This paper presents an application of machine vision in designing a module with the ability to extract drills and route coordinates from an un-mounted or mounted printed circuit board (PCB). The algorithm comprises pre-capturing processes, image segmentation and filtering, edge and contour detection, coordinate extraction, and G-code creation. OpenCV libraries and Qt IDE are the main tools used. Throughout some testing and experiments, it is concluded that the algorithm is able to deliver acceptable results. The drilling and routing coordinate extraction algorithm can extract in average 90% and 82% of the whole drills and routes available on the scanned PCB in a total processing time of less than 3 seconds. This is achievable through proper lighting condition, good PCB surface condition and good webcam quality.
机译:图像处理作为机器视觉的核心,已被证明是当今行业不可或缺的一部分。它的应用打开了新的大门,使制造过程中的更多概念可行。本文介绍了机器视觉在设计模块中的应用,该模块具有从未安装或已安装的印刷电路板(PCB)提取钻头和布线坐标的能力。该算法包括预捕获过程,图像分割和滤波,边缘和轮廓检测,坐标提取以及G代码创建。 OpenCV库和Qt IDE是使用的主要工具。在一些测试和实验中,得出的结论是该算法能够提供可接受的结果。钻探和铣削坐标提取算法平均可在不到3秒的总处理时间内提取出90%和82%的整个钻探和路线,这些数据在扫描的PCB上可用。这可以通过适当的照明条件,良好的PCB表面条件和良好的网络摄像头质量来实现。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号