Lattice-theoretical fixpoint theorems in morphological image filtering

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.

[1]  M. E. Munroe,et al.  Measure and integration , 1954 .

[2]  René Lalement,et al.  Logique, réduction, résolution , 1990 .

[3]  E. Stein,et al.  Introduction to Fourier Analysis on Euclidean Spaces. , 1971 .

[4]  J. Van Leeuwen,et al.  Handbook of theoretical computer science - Part A: Algorithms and complexity; Part B: Formal models and semantics , 1990 .

[5]  Henk J. A. M. Heijmans,et al.  The algebraic basis of mathematical morphology. I Dilations and erosions , 1990, Comput. Vis. Graph. Image Process..

[6]  W. Rudin Real and complex analysis , 1968 .

[7]  K. Hofmann,et al.  A Compendium of Continuous Lattices , 1980 .

[8]  Henk J. A. M. Heijmans,et al.  The algebraic basis of mathematical morphology : II. Openings and closings , 1991, CVGIP Image Underst..

[9]  Jean Serra,et al.  Image Analysis and Mathematical Morphology , 1983 .

[10]  Jan van Leeuwen,et al.  Handbook of Theoretical Computer Science, Vol. B: Formal Models and Semantics , 1994 .

[11]  Jacob E. Goodman,et al.  On the largest convex polygon contained in a non-convex n-gon, or how to peel a potato , 1981 .

[12]  A. Davis,et al.  A characterization of complete lattices , 1955 .

[13]  Stephen J. Willson Convergence of iterated median rules , 1989, Comput. Vis. Graph. Image Process..

[14]  Henk J. A. M. Heijmans,et al.  Convergence, continuity, and iteration in mathematical morphology , 1992, J. Vis. Commun. Image Represent..

[15]  A. Tarski A LATTICE-THEORETICAL FIXPOINT THEOREM AND ITS APPLICATIONS , 1955 .

[16]  H.J.A.M. Heijmans Iterations of morphological transformations , 1989 .

[17]  Henk J. A. M. Heijmans Morphological filtering and iteration , 1990, Other Conferences.