Research Article

Application of global thresholding in bread porosity evaluation

Volume: 3 Number: 3 November 13, 2015
EN

Application of global thresholding in bread porosity evaluation

Abstract

The white bread is one of most popular food in Bulgaria. Its quality is defined by standards and control is also standardized. The white bread has four groups of quality parameters - organoleptic, physicochemical, chemical contaminants and microbiological. This paper presents one research over white bread porosity which is one of physicochemical parameters. By standard evaluation of bread porosity is time expensive procedure. Current research proposes one fast computer based approach for white bread porosity evaluation. In experiments are used three brands white breads. The images of breads are binarized with four known algorithms and coefficient of diversity (ratio of white pixels and all image pixels) for resulting binary images is calculated. This coefficient corresponds with bread porosity. Experimental results show that one of these algorithms – Vector Median Thresholding, is appropriate for bread porosity evaluation.

Keywords

References

  1. Approved Standard "BULGARIA" - 02/2011 - Bread "White", Ministry of Agriculture and Food, Sofia, 2011 (in Bulgarian)
  2. Gonzalez R., R. Woods, Digital image processing (second edition), Prentice Hall, 2002
  3. Abutaleb A., Automatic Thresholding of Gray-Level Pictures Using Two-Dimensional Entropy, COMPUTER VISION, GRAPHICS AND IMAGE PROCESSING, 1989, vol. 47, Issue 1, pp 22-32
  4. C. Stauffer, W.E.L. Grimson, Adaptive background mixture models for real-time tracking, Computer Vision and Pattern Recognition, 1999
  5. Tsai, W-H, Moment-Preserving Thresholding: A New Approach, in CVGIP, vol.29, pp 377-393, 1985
  6. A. Andreeva, Hr., L. Kostadinova-Georgieva, At. Bosakova-Ardenska, Evaluation of porosity of bread by image processing, Scientific conference with international participation „Food science, engineering and technologies – 2013“, Scientific works Volume LX, Plovdiv, 2013, pp. 1136-1139 (in Bulgarian)
  7. Otsu, N., A threshold selection method from Gray-Level Histograms, IEEE Transactions man and cybernetics, vol. smc-9, no. 1, 1979, pp. 62-66
  8. Andreeva H., A. Bosakova-Ardenska, L. Kostadinova-Georgieva, Comparison of two methods for automatic image binarization, Scientific conference “Computer science and technologies”, Varna, 2014, ISSN 1312-3335, pp 138-143

Details

Primary Language

English

Subjects

Engineering

Journal Section

Research Article

Publication Date

November 13, 2015

Submission Date

February 10, 2015

Acceptance Date

-

Published in Issue

Year 2015 Volume: 3 Number: 3

APA
Bosakova-ardenska, A. (2015). Application of global thresholding in bread porosity evaluation. International Journal of Intelligent Systems and Applications in Engineering, 3(3), 111-115. https://doi.org/10.18201/ijisae.30637
AMA
1.Bosakova-ardenska A. Application of global thresholding in bread porosity evaluation. International Journal of Intelligent Systems and Applications in Engineering. 2015;3(3):111-115. doi:10.18201/ijisae.30637
Chicago
Bosakova-ardenska, Atanaska. 2015. “Application of Global Thresholding in Bread Porosity Evaluation”. International Journal of Intelligent Systems and Applications in Engineering 3 (3): 111-15. https://doi.org/10.18201/ijisae.30637.
EndNote
Bosakova-ardenska A (November 1, 2015) Application of global thresholding in bread porosity evaluation. International Journal of Intelligent Systems and Applications in Engineering 3 3 111–115.
IEEE
[1]A. Bosakova-ardenska, “Application of global thresholding in bread porosity evaluation”, International Journal of Intelligent Systems and Applications in Engineering, vol. 3, no. 3, pp. 111–115, Nov. 2015, doi: 10.18201/ijisae.30637.
ISNAD
Bosakova-ardenska, Atanaska. “Application of Global Thresholding in Bread Porosity Evaluation”. International Journal of Intelligent Systems and Applications in Engineering 3/3 (November 1, 2015): 111-115. https://doi.org/10.18201/ijisae.30637.
JAMA
1.Bosakova-ardenska A. Application of global thresholding in bread porosity evaluation. International Journal of Intelligent Systems and Applications in Engineering. 2015;3:111–115.
MLA
Bosakova-ardenska, Atanaska. “Application of Global Thresholding in Bread Porosity Evaluation”. International Journal of Intelligent Systems and Applications in Engineering, vol. 3, no. 3, Nov. 2015, pp. 111-5, doi:10.18201/ijisae.30637.
Vancouver
1.Atanaska Bosakova-ardenska. Application of global thresholding in bread porosity evaluation. International Journal of Intelligent Systems and Applications in Engineering. 2015 Nov. 1;3(3):111-5. doi:10.18201/ijisae.30637

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