Technology of dispensing check based-on tablet features

Author

Yin, Dong ; Xu, Jun ; Wang, Song

Author_Institution

Sch. of Inf. Sci. & Technol., Univ. of Sci. & Technol. of China, Hefei, China

fYear

2011

fDate

8-10 Aug. 2011

Firstpage

2460

Lastpage

2462

Abstract

This paper designs and realizes a bagged tablets checking system. First, according to tablet characteristics, color feature library and shape feature library are created. Second, the tablet image is clustered by K-means algorithm. And threshold segmentation for the tablet image use Ostu method. Finally, the recognition result of sorts of tablets in bag will compare with prescription in database written by doctor in order to check the dispensing correctness. The experiments´ results show that the dispensing check is effective.

Keywords

feature extraction; image colour analysis; image recognition; image segmentation; medicine; pattern clustering; visual databases; Ostu method; bagged tablet checking system; color feature library; dispensing check; k-means algorithm; shape feature library; tablet image clustering; tablet image segmentation; Clustering algorithms; Databases; Feature extraction; Image color analysis; Image segmentation; Libraries; Shape; Dispensing Check; Feature Database; Tablet;

fLanguage

English

Publisher

ieee

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

Type

conf

DOI

10.1109/AIMSEC.2011.6011146

Filename

6011146