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Statistical Description of Food Microstructure. Extraction of Some Correlation Functions From 2D Images

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Abstract

Two algorithms able to compute lineal-path distribution function L(z) and two-point correlation function, S 2 (r 1 ,r 2 ) from 2D digital images of foods were developed and validated. Particularly, “Altamura” and “White” breads as well as “Napoli” sausages were studied. Lineal-path function was modeled by considering the foods as two-phase random systems composed from polydisperse overlapping disks. Instead, two-point correlation function was modeled by using a Debye’s equation. In all cases a good agreement between experimental and theoretical trend was obtained stating the high accuracy of the algorithms in the extraction of correlation functions as well as the possibility to model breads and sausages as two-phase random systems. Also, important morphological properties such as pores distribution, pore size homogeneity and their spatial distribution, were obtained. For instance, although the estimated radius of the pores was lower for “Altamura” bread rather that for “White”, its slowest decay of L(z) highlighted that the pores showed a high dimensional inhomogeneity.

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References

  1. B. Lu, S. Torquato, Phys Rev A 45(2), 922–929 (1992)

    Article  CAS  Google Scholar 

  2. J. Quitavalla, S. Torquato, Phys Rev E 54(4), 4027–4036 (1996)

    Article  Google Scholar 

  3. S. Torquato, B. Lu, Phys Rev E 47(4), 2950–2953 (1996)

    Article  Google Scholar 

  4. D.A. Coker, S. Torquato, J. Appl, Phys. 77(12), 6087–6099 (1995)

    CAS  Google Scholar 

  5. B. Lu, S. Torquato, Phys Rev A 45(10), 7292–7301 (1992)

    Article  Google Scholar 

  6. J.P. Latham, A. Munjiza, Y. Lu, Powder Technol. 125, 10–27 (2002)

    Article  CAS  Google Scholar 

  7. D.A. Coker, S. Torquato, J. Dunsmuir, J. Geophys, Res. 101, 17497–17510 (1996)

    Google Scholar 

  8. A. Gabrielli, F. Sylos Labini, M. Joyce, P. Pietronero, Statistical physics for cosmic structures (Springer, New York, 2005)

    Google Scholar 

  9. A. Pommerening, D. Stoyan, Can. J. For. Res. 38, 1110–1122 (2008)

    Article  Google Scholar 

  10. M.C. Zghal, M.G. Scanlon, H.D. Sapirstein, Cereal Chem 76, 734–742 (1999)

    Article  CAS  Google Scholar 

  11. J.G. Ponte, D.Z. Ovadia, Baked goods freshness, eds. by R.E. Hebeda, H.F. Zobel (New York, Marcel Dekker 1996)

  12. J.M. Aguilera, J. Food Eng. 67, 3–11 (2005)

    Article  Google Scholar 

  13. A.K. Datta, J. Food Eng. 80, 80–95 (2007)

    Article  Google Scholar 

  14. M.G. Scanlon, M.C. Zghal, Food Res. Int. 34, 841–864 (2001)

    Article  Google Scholar 

  15. K.S. Lim, M. Barigou, Food Res. Int. 37, 1001–1012 (2004)

    Article  Google Scholar 

  16. P. Babin, G. Della Valle, R. Dendievel, N. Lassoued, L. Salvo, J. Mater. Sci. 40, 5867–5873 (2005)

    Article  CAS  Google Scholar 

  17. N. Lassoued, P. Babin, G. Della Valle, M.F. Devaux, A.L. Reguerre, Food Res. Int. 40, 1087–1097 (2007)

    Article  Google Scholar 

  18. A. Perez-Nieto, J.J. Chanona-Perez, R.R. Farrera-Rebollo, G.F. Gutierrez-Lopez, L. Alamilla-Beltran, G. Calderon-Dominguez, LWT – Food Sci Technol 43, 535–543 (2010)

    Article  CAS  Google Scholar 

  19. U. Gonzales-Barron, F. Butler, Eur. Food Res. Technol. 226, 721–729 (2008)

    Article  CAS  Google Scholar 

  20. U. Gonzales-Barron, F. Butler, J. Food Eng. 84, 480–488 (2008)

    Article  Google Scholar 

  21. S. Torquato, Random heterogeneous materials: Microstructure and macroscopic properties (Springer, New York, 2002)

    Book  Google Scholar 

  22. S. Torquato, Annu. Rev. Mater. Res. 32, 77–111 (2002)

    Article  CAS  Google Scholar 

  23. D. Cule, S. Torquato, J. Appl, Phys. 86(4), 3428–3437 (1999)

    CAS  Google Scholar 

  24. Y. Jiao, F.H. Stillinger, S. Torquato, Phys Rev E 76, 031110-1–031110-15 (2007)

    Article  Google Scholar 

  25. M.D. Rintoul, S. Torquato, C. Yeong, D.T. Keane, S. Erramilli, Y.N. Jun, D.M. Dabbs, I.A. Aksay, Phys Rev E 54(3), 2663–2669 (1996)

    Article  CAS  Google Scholar 

  26. B. Lu, S. Torquato, Phys Rev A 45(8), 5530–5544 (1992)

    Article  CAS  Google Scholar 

  27. B. Lu, S. Torquato, J. Chem. Phys. 98(8), 6472–6482 (1993)

    Article  CAS  Google Scholar 

  28. Y. Jiao, F.H. Stillinger, S. Torquato, PNAS 106(42), 17634–17639 (2009)

    Article  CAS  Google Scholar 

  29. P. Smith, S. Torquato, J. Comput. Phys. 76, 176–191 (1988)

    Article  Google Scholar 

  30. J. Quintavalla, Mech. Mater. 38, 849–858 (2006)

    Article  Google Scholar 

  31. C.J. Gommes, Y. Jiao, S. Torquato, Phys Rev E 85, 051140-1–051140-16 (2012)

    Article  Google Scholar 

  32. T.P. Chan, R.S. Govindaraju, Vadose Zone J. 3, 1443–1454 (2004)

    Google Scholar 

  33. H. Singh, A.M. Gokhale, S.I. Lieberman, S. Tamirisakandala, Mater. Sci. Eng., A 474, 104–111 (2008)

    Article  Google Scholar 

  34. A. Derossi, T. De Pilli, C. Severini, Food Biophysics (2012). doi:10.1007/s11483-012-9264-1

    Google Scholar 

  35. C.L.Y. Yeong, S. Torquato, Phys Rev E. 57(1), 495–506 (1998)

    Article  CAS  Google Scholar 

  36. N. Otsu, IEEE Trans Sys Man Cyber 9, 62–66 (1979)

    Article  Google Scholar 

  37. M. Sezgin, B. Sankur, J Electron Imaging 13(1), 146–165 (2003)

    Google Scholar 

  38. Y. Jiao, F.H. Stillinger, S. Torquato, Phys Rev E 81, 011105 (2010)

    Article  CAS  Google Scholar 

  39. A. Derossi, T. De Pilli, C. Severini, Food Biophys (2013). doi:10.1107/s11483-013-9289-0

    Google Scholar 

  40. M.D. Rintoul, S. Torquato, J. Colloid Interface Sci. 186, 467–476 (1997)

    Article  CAS  Google Scholar 

Download references

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Correspondence to A. Derossi.

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This paper has not been published previously and it is not under consideration for publication elsewhere. Moreover the text is approved by all authors and tacitly or explicitly by the responsible authorities where the work was carried out and that, if accepted, it will not be published elsewhere including electronically in the same form, in English or in any other language, without the written consent of the copyright-holder.

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Derossi, A., De Pilli, T. & Severini, C. Statistical Description of Food Microstructure. Extraction of Some Correlation Functions From 2D Images. Food Biophysics 8, 311–320 (2013). https://doi.org/10.1007/s11483-013-9307-2

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  • DOI: https://doi.org/10.1007/s11483-013-9307-2

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