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Recognizing Sharp Features of 2-D Shapes

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Języki publikacji
EN
Abstrakty
EN
We present an efficient algorithm for recognizing and extracting sharp-features from complex polygonal shapes. The algorithm executes in O(n²) time, where n is the number of vertices in the polygon. Sharp-feature extraction algorithms can be useful as a pre-processing step for measuring shape-similarity between polygonal shapes.
Twórcy
autor
  • School of Computer Science University of Nevada, Las Vegas, USA
Bibliografia
  • [1] E. M. Arkin, L. P. Chew, D. P. Huttenlocher, K. Kedem, and J. S. B. Mitchell, “An efficiently computable metric for comparing polygonal shapes,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 13, no. 1, pp. 209–215, 1991.
  • [2] O. Daescu and N. Mi, “Polygonal chain approximation: a query based approach,” Computational Geometry: Theory and Applications, vol. 30, pp. 41–58, 2005.
  • [3] E. Gulbert and H. Lin, “B-spline curve smoothing under position constraints for line generalisation,” in Proceedings of ACM International Symposium on Advances in Geographic Information Systems, 2006, pp. 3–10.
  • [4] M. Held and J. Eibl, “Biarc approximations of polygons within asymmetric tolerance bands,” Computer-Aided Design, vol. 37, pp. 357–371, 2005.
  • [5] H. Imai and M. Iri, “Polygonal approximation of a curve,” in Computational Morphology, G. T. Toussaint, Ed. Elsevier, 1988.
  • [6] D. T. Lee, “Similarity measurement using polygon curve representation and fourier descriptors for shape-based vertribral retrieval,” in Proceedings of SPIE, vol. 5032, 2003, pp. 1283–1291.
  • [7] J. O’Rourke, http://cs.smith.edu/˜orourke.
  • [8] J. O’Rourke, “The signature of a plane curve,” Siam Journal on Computing, vol. 15, no. 1, pp. 34–51, 1986.
  • [9] J. O’Rourke, Computational Geometry in C (Second Edition). Cambridge University Press, 1998.
  • [10] A. Pikaz and I. Distein, “An algorithm for polygonal approximation based on iterative point elimination,” Pattern Recognition Letters, vol. 16, pp. 557–563, 1995.
  • [11] R. M. Rangayyan, D. Guliato, J. Carvalho, and S. Santiago, “Feature extractiom from the turning angle function for the classification of contours of breast tumors,” Journal of Digital Imaging, 2007.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-article-BWA0-0045-0024
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