Title :
A visual inspection system for medical capsules
Author :
Murai, Takaaki ; Morimoto, Masakazu ; Fujii, Kensaku
Author_Institution :
Himeji Initiative in Comput. Med. & Health Technol., Univ. of Hyogo, Himeji, Japan
Abstract :
To inspect medical capsules with one-dose package (ODP), we propose an automated inspection system based on computer vision. In the proposed system, we capture both-side of capsules at once and apply hierarchical recognition. In this paper, we report several results of preliminary experiments, which distinguish 9 kinds of capsules. As a result, we have achieved 99.1 percent recognition rate and discuss its validity.
Keywords :
Hough transforms; biomedical imaging; computer vision; drugs; image matching; inspection; medical computing; Hough transform; ODP; automated inspection system; computer vision; hierarchical recognition; medical capsules; one-dose package; template matching; visual inspection system; Biomedical imaging; Correlation; Image color analysis; Image recognition; Inspection; Shape; Training; Hough transform; automated; computer vision; inspection; one-dose package; template matching;
Conference_Titel :
Systems, Man, and Cybernetics (SMC), 2012 IEEE International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-1-4673-1713-9
Electronic_ISBN :
978-1-4673-1712-2
DOI :
10.1109/ICSMC.2012.6377936
