Title :
Fast Inspection of Food Packing Seals Using Machine Vision
Author :
Shuangyang, Zheng
Author_Institution :
China Jiliang Univ., Hangzhou, China
Abstract :
This paper presents a machine vision approach to inspecting the integrity of food packing seals. A kind of new method for inspecting food packing seals was used, the method meets currently the industry´s requirements for high-speed and accuracy quality inspection, with low associated production costs. Through analyzing examples of “eligible” and “faulty” food packing seals images, these seals uniformity have been examined and associated with numerical quality measures. For distinguishing between “eligible” and “faulty” seals conditions, template matching is used. Getting R(i, j) correlation parameter between template and image inspected, then it was taken as standard distinguishing “eligible” and “faulty” seals. For realizing fast inspection, a set of inspecting and grading system based on machine vision was developed. The system is shown to have a high success rate provided that illumination conditions remain constant.
Keywords :
automatic optical inspection; computer vision; food processing industry; packaging; production engineering computing; quality control; seals (stoppers); food packing seals; machine vision; quality inspection; seals uniformity; Fast inspection; Food packing seal; Machine vision; Template matching;
Conference_Titel :
Digital Manufacturing and Automation (ICDMA), 2010 International Conference on
Conference_Location :
ChangSha
Print_ISBN :
978-0-7695-4286-7
DOI :
10.1109/ICDMA.2010.214