Title :
Circuit board defect detection based on image processing
Author :
Shuyan Ren;Liu Lu;Li Zhao;Hailong Duan
Author_Institution :
Key laboratory of Information Sensing &Intelligent Control, Tianjin University of Technology and Education, Tianjin China
Abstract :
Because the conventional printed circuit board defect detection is slow, a method base on the edge of image is proposed, this method can quickly locate and detect the detects on the circuit board. The algorithm combines gradient direction characteristics of image edge gray, the different characteristics of different defects in standard image and defect image are used to classify the defects, and then identify the type of defects. Experiments show that this method can detect the short circuit, opening, burr, hole and other defects of the circuit board quickly.
Keywords :
"Image edge detection","Standards","Printed circuits","Computers","Motion control","Lighting"
Conference_Titel :
Image and Signal Processing (CISP), 2015 8th International Congress on
DOI :
10.1109/CISP.2015.7408005