Title :
Research of the Machine Vision Based PCB Defect Inspection System
Author :
Guo, Fenglin ; Guan, Shu-an
Author_Institution :
Dept. of Comput. & Inf. Eng., Wuhan Polytech. Univ., Wuhan, China
Abstract :
Machine vision-based PCB defect inspection system is designed to meet high speed and high precision requirement in PCB manufacture industry field, which is the combination of software and hardware. This paper firstly introduced the whole system structure and the principle of vision detection, while described the relevant key technologies used during the PCB defect inspection, finally implemented one set of test system with the key technologies mentioned. The experimental results show that the defect of PCB can be effectively inspected, located and recognized with the key technologies.
Keywords :
computer vision; inspection; printed circuit manufacture; printed circuit testing; PCB manufacture industry; defect location; defect recognition; high-precision requirement; high-speed requirement; machine vision-based PCB defect inspection; test system; vision detection; Cameras; Computers; Image edge detection; Image segmentation; Inspection; Light sources; Printed circuits; defect detection; double sigmoid image enhancement algorithm; image alignment; machine vision;
Conference_Titel :
Intelligence Science and Information Engineering (ISIE), 2011 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4577-0960-9
Electronic_ISBN :
978-0-7695-4480-9
DOI :
10.1109/ISIE.2011.47
