光电工程, 2013, 40 (6): 51, 网络出版: 2013-08-05  

印刷电路板表观检测中光电图像的快速配准方法

Method for Fast Registration of Photoelectric Image of Appearance Detection in Printed Circuit Board
作者单位
1 电子科技大学光电信息学院, 成都 610054
2 中国科学院光电技术研究所, 成都 610209
摘要
印刷电路板 (PCB)表观缺陷检测是机器视觉检测领域的一个重要问题, 为了有效地利用参考法对印刷电路板光电图像进行检测, 需要提高图像配准精度。本文提出了一种基于随机 Hough变换(RHT)和空间数据坐标变换理论相结合的配准方法, 该方法在寻找配准目标和完成配准效率方面均有很大提高。利用 PCB光电图像进行实验, 结果表明: 在提高检测精度, 降低内存空间, 减少计算时间等方面, 该配准算法的优势明显。
Abstract
To defect detection of Printed Circuit Board (PCB) is an important in the detection domain of computer vision. In order to use reference method to detect photoelectric image of printed-circuit-board, we need to improve accuracy of image registration. The new registration method based on randomized Hough theory and affine transform in the geometric transformations is proposed. The efficiency of finding and finishing image registration has been induced. After the contradistinctive experiments for the detection of photoelectric image of PCB obtained in reality, the detection method proposed in this paper has obvious advantage in the aspects of increasing detection precision, reducing memory space and time.

张静, 叶玉堂, 谢煜, 常永鑫, 刘霖, 刘娟秀, 罗颖, 叶溯. 印刷电路板表观检测中光电图像的快速配准方法[J]. 光电工程, 2013, 40(6): 51. ZHANG Jing, YE Yutang, XIE Yu, CHANG Yongxin, LIU Lin, LIU Juanxiu, LUO Ying, YE Su. Method for Fast Registration of Photoelectric Image of Appearance Detection in Printed Circuit Board[J]. Opto-Electronic Engineering, 2013, 40(6): 51.

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