DocumentCode
2972087
Title
A high speed AOI algorithm for chip component based on image difference
Author
Xie, Hongwei ; Kuang, Yongcong ; Zhang, Xianmin
Author_Institution
Sch. of Mech. & Automotive Eng., South China Univ. of Technol., Guangzhou, China
fYear
2009
fDate
22-24 June 2009
Firstpage
969
Lastpage
974
Abstract
In this paper, based on the images acquired from a 3-CCD color camera and a 3-color hemispherical circular illumination, a high speed algorithm is given to inspect the chip component. A statistical appearance modeling technique (SAM) is used to get the template which has preponderance than a rigid one. Before inspection, we use a high speed method to adjust the position of the component. Based on the difference image between component image and its template image, we use region differences to diagnose the defect. Finally, some experiment results are presented to show the validity of the algorithm. The common defects of missing component, insufficient solder, excessive solder, and open solder etc. can be identified properly by using the proposed algorithm. And the time spent on each component is less than 5 ms.
Keywords
automatic optical inspection; computer vision; printed circuit manufacture; production engineering computing; AOI algorithm; automated optical inspection; chip component; defects; statistical appearance modeling technique; Automatic optical inspection; Automation; Automotive engineering; Cameras; Circuit testing; High speed optical techniques; Image color analysis; Light sources; Lighting; Optical reflection;
fLanguage
English
Publisher
ieee
Conference_Titel
Information and Automation, 2009. ICIA '09. International Conference on
Conference_Location
Zhuhai, Macau
Print_ISBN
978-1-4244-3607-1
Electronic_ISBN
978-1-4244-3608-8
Type
conf
DOI
10.1109/ICINFA.2009.5205058
Filename
5205058
Link To Document