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Digital skeletonization as a probe of correlation between sutural bones and diffusion limited agreggation clusters

Autorzy
Identyfikatory
Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
Skeletonization of the digital images of the sutural bones and computer generated clusters formed by diffusion limited aggregation process (DLA) revealed branch-like patterns underlying the shape of these objects. Density of DLA cluster is determined by the ratio of particle size to distance a particle moves in one step. Skeletons of DLA clusters aggregated from particles whose size was 20 pixels show the most similar fractal dimension to the skeletons of sutural bones. The skeletons obtained from DLA clusters formed by lesser (5,10 pixels) or bigger (30,40,50 pixels) particles are less accurate to model basic pattern underlying shape of the sutural bones because of divergences in their fractal dimension.
Rocznik
Strony
57--61
Opis fizyczny
Bibliogr. 12 poz., rys., tab.
Twórcy
autor
  • Department of Anatomy Jagiellonian University, Medical College, Kopernika 12, 31-034 Krakow, Poland
autor
  • Department of Anatomy Jagiellonian University, Medical College, Kopernika 12, 31-034 Krakow, Poland
Bibliografia
  • 1. Barra R, Davidovitch B., Levermann A., Procaccia I., Laplacian growth and diffusion limited aggregation: different universality classes. Phys Rev Lett 87: 134501-134504, 2001.
  • 2. Bennett K.A., The etiology and genetics of wormian bones. Am. J. Phys. Anthropol. 23: 255-260, 1965.
  • 3. Berry A.C., Berry R.J., Epigenetic variation in the human cranium. J. Anat. 101:361-379, 1967.
  • 4. Halsey T.C., Diffusion-limited aggregation: A model for pattern formation, Physics Today 53: 36, 2001.
  • 5. Karperien A., Fractal dimension and Lacunarity. FracLac plugin for Image J: http://rsb.info.nih.gov/ij/ plugins/fraclac/fraclac.html, 2007.
  • 6. Karperien A., Rasband W., Diffusion Limited Aggregated Models: http://rsb.info.nih.gov/ij/plugins/DLA.html, 2006.
  • 7. Lee S.W., Lam L., Suen C.Y., A systematic evaluation of skeletonization algorithms. Int. J. Pattern Recognition Artificial Intelligence 7: 1203-1225, 1993.
  • 8. Murthy I.S.N., Udupa K.J., A search algorithm for skeletonization of thick patterns. Computer Graphics Image Processing 3: 247-259, 1974.
  • 9. Noeim F., Moatamed F., Sahimi M., Morphogenesis of the bone marrow: fractal structures and diffusion limited growth. Blood 87: 5027-5031, 1996.
  • 10. Pal G.P., Routal R.V., A study of sutural bones in different morphological forms of skulls. Anthrop. Anz. 44: 169-73, 1986.
  • 11. Witten T.A., Sander L.M., Diffusion-limited aggregation. Phys. Rev. B 27: 5686-5697, 1983.
  • 12. Wright M.W., Cipolla R., Giblin P.J., Skeletonization using an extended Euclidean distance transform. Image Vision Computing 13: 367-375, 1995.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-21c156ad-e5bb-40ec-9ac3-4d55d32de522
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