Title :
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
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;
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.2011.6011146