Skip to main content
Log in

Lattice-theoretical fixpoint theorems in morphological image filtering

  • Published:
Journal of Mathematical Imaging and Vision Aims and scope Submit manuscript

Abstract

In mathematical morphology, Matheron has described the complete lattice structure of several classes of increasing (isotone) operators, such as filters. These results can be interpreted in terms of fixpoints of certain types of transformations of the lattice of increasing operators. Moreover, Heijmans and Serra have given conditions for the construction of such operators by convergence of an iteration of increasing operators. We recall some known lattice-theoretical fixpoint ideas originating from Tarski's 1955 paper. A slight elaboration on the underlying methodology leads to the aforementioned results and some others as a consequence of the general theory.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. J. Serra,Image Analysis and Mathematical Morphology, Academic Press: London, 1982.

    Google Scholar 

  2. H.J.A.M. Heijmans and C. Ronse, “The algebraic basis of mathematical morphology I: Dilations and erosions,”Comput. Vis. Graph., Image Process., vol. 50, pp. 245–295, 1990.

    Google Scholar 

  3. C. Ronse and H.J.A.M. Heijmans, “The algebraic basis of mathematical morphology II: Openings and closings,”Comput. Vis., Graph., Image Process.: Image Understanding, vol. 54, pp. 74–97, 1991.

    Google Scholar 

  4. J. Serra, ed.,Image Analysis and Mathematical Morphology, vol. 2: Theoretical Advances, Academic Press: London, 1988.

    Google Scholar 

  5. J.E. Goodman, “On the largest convex polygon contained in a non-convexn-gon, or how to peel a potato,”Geom. Dedicata, vol. 11, pp. 99–106, 1986.

    Google Scholar 

  6. S.J. Wilson, “Convergence of iterated median rule,”Comput. Vis., Graph., Image Process., vol. 47, pp. 105–110, 1989.

    Google Scholar 

  7. H.J.A.M. Heijmans, “Iteration of morphological transformations,”CWI Quarterly, vol. 2, no. 1, pp. 19–36, 1989.

    Google Scholar 

  8. H.J.A.M. Heijmans, “Morphological filtering and iteration,”Proc. Soc. Photo-Opt. Instrum. Eng., vol. 1360, pp. 166–175, 1990.

    Google Scholar 

  9. H.J.A.M. Heijmans and J. Serra, “Convergence, continuity and iteration in mathematical morphology,”J. Vis. Commun. Image Rep., vol. 3, pp. 84–102, 1992.

    Google Scholar 

  10. A. Tarski, “A lattice-theoretical fixpoint theorem and its applications,”Pacific J. Math., vol. 5, pp. 285–309, 1955.

    Google Scholar 

  11. J. van Leeuwen, ed.,Handbook of Theoretical Computer Science, vol. B: Formal Models and Semantics, Elsevier: Amsterdam, 1990.

    Google Scholar 

  12. A.C. Davis, “A characterization of complete lattices,”Pacific J. Math., vol. 5, pp. 311–319, 1955.

    Google Scholar 

  13. G. Birkhoff,Lattice Theory, American Mathematical Society Colloquium Publications, vol. 25, 3rd ed., American Mathematical Society: Providence, RI, 1984.

    Google Scholar 

  14. J. Serra, “Itérations et convergence,” Centre de Morphologie Mathématique, Fontainebleau, France, Report N-5/89/MM, 1989.

    Google Scholar 

  15. R. Lalement,Logique, Réduction, Résolution, Etudes et Recherches en Informatique, Masson: Paris, 1990.

    Google Scholar 

  16. M.E. Munroe,Measure and Integration, Addison-Wesley: Reading, MA, 1971.

    Google Scholar 

  17. W. Rudin,Real and Complex Analysis, McGraw-Hill: New York, 1970.

    Google Scholar 

  18. F. Maisonneuve, “Ordinaux transfinis et sur-(ou sous-) potentes,” Centre de Morphologie Mathématique, Fontainebleau, France, Report N780, 1982.

    Google Scholar 

  19. E.M. Stein and G. Weiss,Introduction to Fourier Analysis on Euclidean Spaces, Princeton University Press: Princeton, NJ, 1971.

    Google Scholar 

  20. G. Gierz, K.H. Hofmann, K. Keimel, J.D. Lawson, M. Mislove, and D.S. Scott,A Compendium of Continuous Lattices, Springer-Verlag: Berlin, 1980.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Ronse, C. Lattice-theoretical fixpoint theorems in morphological image filtering. J Math Imaging Vis 4, 19–41 (1994). https://doi.org/10.1007/BF01250002

Download citation

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF01250002

Key words

Navigation