Volume 9 Number 4 (Apr. 2014)
Home > Archive > 2014 > Volume 9 Number 4 (Apr. 2014) >
JSW 2014 Vol.9(4): 991-998 ISSN: 1796-217X
doi: 10.4304/jsw.9.4.991-998

Study of Highly Efficient Algorithms for the Character Recognition System of Medicine Bottle Label

Yueqiu Jiang, Caiyuan Jin, Hongwei Gao
Shenyang Ligong University, Shenyang, China

Abstract—This paper studied character recognition on medicine bottle label containing batch number, production date and expiry date. It mainly consisted of character location, character segmentation and character recognition. Firstly, it preprocessed the image of medicine bottle label for the following procedures; secondly, it obtained the general character region by contour tracing and realized the precise location by horizontal projection algorithm; then it located character adhesion region by vertical projection algorithm and segmented the merged characters by drop fall algorithm; finally, it adopted Karhunen-Loeve transform to extract character features from the subclasses of coarse classification and accurately recognized characters by the improved BP algorithm. Experiments show that the system can recognize the bottle label characters quickly and accurately, it is of great practical value.

Index Terms—image processing, character location, character segmentation, character recognition system, BP neural network

[PDF]

Cite: Yueqiu Jiang, Caiyuan Jin, Hongwei Gao, "Study of Highly Efficient Algorithms for the Character Recognition System of Medicine Bottle Label," Journal of Software vol. 9, no. 4, pp. 991-998, 2014.

General Information

ISSN: 1796-217X (Online)
Frequency: Monthly
Editor-in-Chief: Prof. Antanas Verikas
Executive Editor: Ms. Yoyo Y. Zhou
Abstracting/ Indexing: DBLP, EBSCO, ProQuest, INSPEC, ULRICH's Periodicals Directory, WorldCat, etc
E-mail: jsw@iap.org
  • Aug 21, 2019 News!

    Papers published in JSW Vol 14, No 1- Vol 14 No 8 have been indexed by DBLP     [Click]

  • Jun 25, 2019 News!

    Vol.13, No.9 has been indexed by EI (Inspec).   [Click]

  • Aug 01, 2018 News!

    [CFP] 2019 the annual meeting of JSW Editorial Board, ICCSM 2019, will be held in Barcelona, Spain, July 14-16, 2019.   [Click]

  • Jul 10, 2019 News!

    Vol 14, No.8 has been published with online version 4 original aritcles from 2 countries are published in this issue.    [Click]

  • Jul 22, 2019 News!

    Welcome Prof Ferhat Khendek from Canada to join the Editorial board of JSW    [Click]