Araştırma Makalesi

Application of global thresholding in bread porosity evaluation

Cilt: 3 Sayı: 3 13 Kasım 2015
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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

Kaynakça

  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

Ayrıntılar

Birincil Dil

İngilizce

Konular

Mühendislik

Bölüm

Araştırma Makalesi

Yayımlanma Tarihi

13 Kasım 2015

Gönderilme Tarihi

10 Şubat 2015

Kabul Tarihi

-

Yayımlandığı Sayı

Yıl 2015 Cilt: 3 Sayı: 3

Kaynak Göster

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 (01 Kasım 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, c. 3, sy 3, ss. 111–115, Kas. 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 (01 Kasım 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, c. 3, sy 3, Kasım 2015, ss. 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. 01 Kasım 2015;3(3):111-5. doi:10.18201/ijisae.30637

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