Journal of South China University of Technology (Natural Science Edition) ›› 2009, Vol. 37 ›› Issue (9): 98-102,116.

• Mechanical Engineering • Previous Articles     Next Articles

Robust Positioning Algorithm of Lead-Free Solder Joints Based on Gray-Level Integration Projection

Wu Fu-pei  Zhang Xian-min  Kuang Yong-cong  Ouyang Gao-fei   

  1. School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou 510640, Guangdong, China
  • Received:2008-08-17 Revised:2008-12-18 Online:2009-09-25 Published:2009-09-25
  • Contact: 吴福培(1980一),男,博士生,主要从事自动光学检测、机器视觉研究. E-mail:wufupei@163.com
  • About author:吴福培(1980一),男,博士生,主要从事自动光学检测、机器视觉研究.
  • Supported by:

    国家杰出青年科学基金资助项目(50825504);粤港关键领域突破项目(东莞专项200816822);广州市科技攻关项目(2008A010300002)

Abstract:

In order to avoid the misjudgement of automatic optical inspection system due to the positioning error of solder joints,a robust positioning algorithm of solder joints is presented based on the gray-level integration projection.In this algorithm,first,solder joints are segmented from the printed circuit board(PCB) image after the binarization of the pretreated image of lead-free solder joints according to the color feature of the joints.Then,with the help of gray-level integration projection curves of solder joint features in both horizontal and vertical directions,the positioning coordinates of the joints are obtained and the accurate positions of the joints can be determined by maximizing the pixel area of solder joints within the solder-land windows. Moreover, by introducing a Blob evaluation function, the solder joint and the noise are differentiated, thus effectively reducing the disturbance of noise and improving the robustness of the algorithm. Experimental results show that the proposed algorithm is of a high positioning precision less than 1 pixel for various solder joints of a Chip component.

Key words: automatic optical inspection, lead-free solder joint, solder joint location, gray-level integration projection, robustness