Zusammenfassung
In binären Bildern reicht die Kontur aus, um eine Region darzustellen. Da diese eine wesentlich geringere Datenmenge aufweist als die Region selbst, sind konturbasierte Ansätze zur Berechnung von Momenten den herkömmlichen regionenbasierten Methoden überlegen. In dieser Arbeit entwickeln wir solch einen konturbasierten Algorithmus. Außer den häufig verwendeten geometrischen Momenten kann der angegebene Algorithmus auch zur Berechnung von Legendre, Zernike oder komplexen Momenten verwendet werden.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Literaturverzeichnis
Y. S. Abu-Mostafa, D. Psaltis, Image normalization by complex moments, IEEE Trans. Pattern Anal. Mach. Intell., Vol. 7, 46–53, 1985.
B. Bamieh, R. J. P. De Figueiredo, A general moment-invariants/attributed-graph method for three-dimensional object recognition from a single image, IEEE Journal on Robotics and Automation, Vol. 2, No. 1, 31–41, 1986.
J. F. Boyce, W. J. Hossack, Moment invariants for pattern recognition, Pattern Recognition Lett. Vol. 1, No. 5–6, 451–456, 1983.
K. Chen, Efficient parallel algorithms for the computation of two-dimensional image moments, Pattern Recognition, Vol. 23, No. 1 /2, 109–119, 1990.
S. A. Dudani, K. J. Kenneth, R. B. McGhee, Aircraft identification by moment invariants, IEEE Trans. Comput., Vol. 26, 39–46, 1977.
M. A. Hatamian, A real time two dimensional moment generating algorithm and its single chip implementation, IEEE Trans. Acoust. Speed Signal Process., Vol. 34, 546–553, 1986.
M. K. Hu, Visual pattern recognition by moment invariants, IRE Trans. Tnf. Theory, Vol. 8, 179–187, 1962.
E. Kreyszig, Advanced engineering mathematics, John Wiley & Sons, Inc., p. 340, 1962.
S. S. Reddi, Radial and angular moment invariants for image identification, IEEE Trans. Pattern Anal. Mach. Intell., Vol. 3, No. 2, 240–242, 1981.
A. P. Reeves, A parallel mesh moment computer, Proc. 6th Int. Conf. Pattern Recognition, 465–467, 1982.
A. P. Reeves, Parallel algorithms for real-time image processing, in Multicomputers and image processing, algorithm and program, Academic Press, New York, 7–18, 1982.
F. A. Sadjadi, E. L. Hall, Three-dimensional moment invariants, IEEE Trans. Pattern Anal. Mach. Intell., Vol. 2, No. 2, 127–136, 1980.
F. W. Smith, M. H. Wright, Automatic ship photo interpretation by the method of moments, IEEE Trans. Comput., Vol. 20, 1089–1094, 1971.
N. J. C. Strachan, P. Nesvadba, A. R. Allen, A method for working out the moments of a polygon using an integration technique, Pattern Recognition Letters, Vol. 11, 351–354, 1990.
C. H. Teh, R. T. Chin, On image analysis by the methods of moments, IEEE Trans. Pattern Anal. Mach. Intell., Vol. 10, 496–513, 1988.
R. Y. Wong, E. L. Hall, Scene matching with invariant moments, Comput. Graphics Image Process., Vol. 8, 16–24, 1978.
M. F. Zakaria, L. J. Vroomen, P. J. A. Zsombor-Murray, J. M. H. M. Van Kessel, Fast algorithm for the computation of moment invariants, Pattern Recognition, Vol. 20, No. 6, 639–643, 1987.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 1991 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Jiang, X.Y., Bunke, H. (1991). Ein konturbasierter Ansatz zur Berechnung von Momenten. In: Radig, B. (eds) Mustererkennung 1991. Informatik-Fachberichte, vol 290. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-08896-8_17
Download citation
DOI: https://doi.org/10.1007/978-3-662-08896-8_17
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-54597-2
Online ISBN: 978-3-662-08896-8
eBook Packages: Springer Book Archive