首页> 外文会议>International Conference on Mechatronics and Industrial Informatics >Watershed Algorithm for PCB Automatic Optical Inspection Systems
【24h】

Watershed Algorithm for PCB Automatic Optical Inspection Systems

机译:PCB自动光学检测系统的流域算法

获取原文

摘要

The production of the PCB board is related to the development of the electronics industry. In order to improve the quality of the circuit board, Startingfrom the detection of single PCB board and replacing the traditional manual inspection mode through using the methods of machine vision is to improve the efficiency. For "the outer layer inspection" link of the PCB substrate in the generalized processing, the use of machine vision detection algorithm based on watershed algorithm and the integration of organic into existing automated optical inspection equipment not only ensureshigh efficiency but also reduces the artificial false detection rate through replacing the human eye with the use of the machine vision. Different from traditional detection algorithm, the advantages of watershed algorithm are mainly reflected in the extractingsegmentation target area pixel value and regions by calculation and comparison of local extreme position to identify deficiencies and give the type of defect identification purposes. Experimental results show that the use of this method is effective to improve the efficiency and accuracy of defect recognition.
机译:PCB板的生产与电子行业的开发有关。为了提高电路板的质量,从单个PCB板的检测开始并通过使用机器视觉方法更换传统的手动检查模式是提高效率。对于PCB衬底的“外层检测”在广义加工中,使用基于流域算法的机器视觉检测算法和有机进入现有自动光学检测设备的集成,不仅可以减少人工错误检测通过使用机器视觉更换人眼来速率。不同于传统的检测算法,流域算法的优点主要反映在提取的局部区域像素值和区域中,并通过计算局部极端位置来识别缺陷并给出缺陷识别目的的类型。实验结果表明,这种方法的使用是有效提高缺陷识别的效率和准确性。

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