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Extraction of centre line from curvilinear objects

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Języki publikacji
EN
Abstrakty
EN
This tutorial paper surveys three methods designed to detect the centre line in curvilinear structures. These are the iterative thinning, Steger's and derivatives' methods. We aim to illustrate the effectivness of the chosen methods for processing laser-trace images and magnetic resonance slices of human head. The essence of each three methods is presented and important parameters are discussed. Experiments have been carried out and results are discussed in the light of the quality of the centre line produced and work time of all three methods.
Twórcy
autor
autor
autor
  • Department of Electronic Systems, Vilnius Gediminas Technical University, 41 Naugarduko Str., LT-03227 Vilnius, Lithuania, rokicki@gmail.com
Bibliografia
  • [1] O. Mendoza-Yero and J. Alda: Irradiance map of an apertured Gaussian beam affected by coma. Optics Commun. 271, 517-523, 2007.
  • [2] W. K. Pratt, Digital Image Processing, John Wiley & Sons, 2nd edition, New York, 1991.
  • [3] R. C. Staunton: One-pass parallel hexagonal thinning algorithm. IEE P-Vis. Image Sign. 148, 45-53, 2001.
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  • [5] L. Lam, S. Lee, and C. Y. Suen: Thinning methodologies-A comprehensive survey. IEEE T. Pattern Anal. 14, 869-885, 1992.
  • [6] C. Steger: Extraction of curved lines from images. Proc. 13th Int. Conf. on Pattern Recognition, 251-255, 1996.
  • [7] C. Steger: Subpixel-precise extraction of lines and edges. International Archives of Photogrammetry and Remote Sensing, 141-156, 2000.
  • [8] C. Steger: An unbiased detector of curvilinear structures. IEEE T. Pattern Anal. 20, 113-125, 1998.
  • [9] T. M. Koller, G. Gerig, G. Szekely, and D. Dettwiler: Multi-scale detection of curvilinear structures in 2-D and 3-D image data. ICCV' 95: Proc. 5 th Int. Conf. on Computer Vision, 864-869, 1995.
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  • [11] J. B. Subirana-Vilanova and K. K. Sung: Ridge-detection for the perceptual organization without edges. Proc. 4 th Int. Conf. on Computer Vision, 57-64, 1993.
  • [12] W. T. Freeman and E. H. Adelson: The Design and use of steerable filters. IEEE T. Pattern Anal. 13, P. 891-906, 1991.
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Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-article-BWAD-0020-0003
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