Title :
A Visual Inspection System for Prescription Drugs in Press through Package
Author :
Murai, Takashi ; Morimoto, Masayuki
Author_Institution :
Div. of Comput. Eng., Univ. of Hyogo, Himeji, Japan
Abstract :
To inspect prescription drugs with press-through package (PTP), we propose an automated inspection system which based on computer vision. In the proposed system, we capture PTP drugs and apply hierarchical identification consist of several weak classifiers. In this paper, we report several results of inspection experiments which distinguish about a thousand kinds of PTPs. As a result, we have achieved sufficient recognition rate and processing time.
Keywords :
automatic optical inspection; computer vision; drugs; packaging; pharmaceutical industry; production engineering computing; PTP drugs; automated inspection system; computer vision; inspection experiment; prescription drugs inspection; press through package; recognition rate; visual inspection system; Biomedical imaging; Brightness; Drugs; Histograms; Image color analysis; Image recognition; Inspection; Automated; Coarse Classification; Computer Vision; Inspection; Press-Through Package;
Conference_Titel :
Robot, Vision and Signal Processing (RVSP), 2013 Second International Conference on
Conference_Location :
Kitakyushu
Print_ISBN :
978-1-4799-3183-5
DOI :
10.1109/RVSP.2013.18
