Research Article

Implementation of Barcode Localization Technique using Morphological Operations

by  Savreet Kaur, Raman Maini
journal cover
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 97 - Issue 13
Published: July 2014
Authors: Savreet Kaur, Raman Maini
10.5120/17068-7488
PDF

Savreet Kaur, Raman Maini . Implementation of Barcode Localization Technique using Morphological Operations. International Journal of Computer Applications. 97, 13 (July 2014), 42-47. DOI=10.5120/17068-7488

                        @article{ 10.5120/17068-7488,
                        author  = { Savreet Kaur,Raman Maini },
                        title   = { Implementation of Barcode Localization Technique using Morphological Operations },
                        journal = { International Journal of Computer Applications },
                        year    = { 2014 },
                        volume  = { 97 },
                        number  = { 13 },
                        pages   = { 42-47 },
                        doi     = { 10.5120/17068-7488 },
                        publisher = { Foundation of Computer Science (FCS), NY, USA }
                        }
                        %0 Journal Article
                        %D 2014
                        %A Savreet Kaur
                        %A Raman Maini
                        %T Implementation of Barcode Localization Technique using Morphological Operations%T 
                        %J International Journal of Computer Applications
                        %V 97
                        %N 13
                        %P 42-47
                        %R 10.5120/17068-7488
                        %I Foundation of Computer Science (FCS), NY, USA
Abstract

Barcode Localization is an extremely important task in Barcode Reading system which depends highly on imaging conditions and methods used for barcode localization. In this paper, we have presented a method for barcode localization which is based on basic morphological operations. The method introduced is implemented in MATLAB 2012 and is then examined for different types of test images such as images with skewed, blurry or multiple barcodes in an image. The method is then compared with some existing methods of literature on the basis of these test images. It has been found that the performance of the algorithm depends upon the proper choice of the switching element.

References
  • Melinda Katona and Laszlo G. Nyul, "A novel method for accurate and efficient barcode detection with morphological operations", Eighth International Conference on Signal Image Technology and Internet based Systems, pp. 307-314, 2012
  • T. R. Tuinstra, "Reading barcodes from digital imagery", Ph. D. Dissertation, Cedarville University, 2006.
  • E. Tekin and J. M. Coughlan, "An algorithm enabling blind users to find and read barcodes", in Applications of Computer Vision (WACV), Proc IEEE Workshop Appl Comput Vis, 2009, pp. 1–8.
  • X. Q. James Juett, "Barcode localization using bottom-hat filter," NSF Research Experience for Undergraduates, 2005.
  • Chunhui Zhang, Jian Wang, Shi Han, Mo Yi and Zhengyou Zhang, "Automatic Barcode Localization in Complex Scenes", IEEE international conference on Image Processing, pp. 497- 500, 2006
  • N. Otsu, "A Threshold Selection Method from Gray Level Histograms", Automatica, vol 11, pp. - 285- 296, 1975
  • Peter Bodnar and Laszlo G. Nyul, "Improving Barcode Detection with combination of Simple Detectors", Eighth International Conference on Signal Image Technology and Internet based Systems, pp. 300-306, 2012
  • Aliasgar Kutiyanawala, Xiaojun Qi and Jiandong Tian, "A Simple and Efficient Approach to Barcode Localization", 2009.
  • Anil K. Jain and Yao Che, "Barcode Localization using Texture Analysis", Document Analysis and Recognition, 1993. , Proceedings of the Second International Conference, 1993, pp. 41–44.
  • Wikipedia article on SSIM, http://en. wikipedia. org/wiki/Structural_similarity
  • Formulae for SSIM, http://www. mathworks. in/help/images/ref/ssim. html
  • Article on Coefficient of Correlation, http://mathbits. com/MathBits/TISection/Statistics2/correlation. html
Index Terms
Computer Science
Information Sciences
No index terms available.
Keywords

Barcode Localization Morphology Bottom- Hat Filter Directional Image Opening.

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