Title :
Study of on-line inspection technique for foreign substance in Ampoule
Author :
Qin, Yao ; Wang, BoXiong
Author_Institution :
Dept. of Precision Instrum. & Mechanology, Tsinghua Univ., Beijing, China
Abstract :
A PC-based on-line system for inspecting impurities in ampoules is presented. To enhance the contrast of the background and the foreign substance in ampoule, a reflective lighting method which illuminates in side direction is designed in a vision system. To extract the trajectory of small target with interference of a complex background, a two-stage frame differencing method based on sub-pixel registration of image sequences is studied in this paper. Experiment results show that this on-line machine vision system can inspect the foreign substances effectively, and the inspection speed, the accuracy and the number of broken bottles can meet the requirement on medicine production.
Keywords :
biomedical equipment; computer vision; computerised instrumentation; image enhancement; image registration; image sequences; inspection; PC-based online system; ampoule; foreign substance; image sequences; impurity inspection; medicine production; online inspection technique; online machine vision system; reflective lighting method; small target trajectory extraction; small volume medical liquid packaging; sub-pixel registration; two-stage frame differencing method; Filtering; Image edge detection; Impurities; Inspection; Machine vision; Trajectory; Zernike moment; ampoule; foreign substance inspection; frame differencing;
Conference_Titel :
Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC), 2011 2nd International Conference on
Conference_Location :
Deng Leng
Print_ISBN :
978-1-4577-0535-9
DOI :
10.1109/AIMSEC.2011.6009975