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Viscous Lattices
Authors:Jean Serra
Affiliation:(1) Centre de Morphologie Mathématique, Ecole Nationale Superieure des Mines de Paris, 35, rue Saint-Honoré, 77305 Fontainebleau Cedex, France
Abstract:Let E be an arbitrary space, and delta an extensive dilation of P(E) into itself, with an adjoint erosion epsi. Then, the image deltaP(E)] of P(E) by delta is a complete lattice P where the sup is the union and the inf the opening of the intersection according to delta epsi. The lattice L, named viscous, is not distributive, nor complemented. Any dilation agr on P(E) admits the same expression in L. However, the erosion in L is the opening according to delta epsi of the erosion in P(E). Given a connection C on P(E) the image of C under delta turns out to be a connection C prime on L as soon as epsi delta (C)subeq C. Moreover, the elementary connected openings gammax of C and gammaprimedelta(x) are linked by the relation gammaprimedelta(x) = deltagammaxepsi. A comprehensive class of connection preverving closings epsi delta is constructed. Two examples, binary and numerical (the latter comes from the heart imaging), prove the relevance of viscous lattices in interpolation and in segmentation problems.Jean Serra obtained the degree of Mining Engineer, in 1962 in Nancy, France, and in 1967 his Ph.D. for a work dealing with the estimation of the iron ore body of Lorraine by geostatistics. In cooperation with Georges Matheron, he laid the foundations of a new method, that he called Mathematical Morphology (1964). Its purpose was to describe quantitatively shapes and textures of natural phenomena, at micro and macro scales. In 1967, he founded with G. Matheron, the Centre de Morphologie Mathematique, at School of Mines of Paris, on the campus of Fontainebleau. Since this time, he has been working in this framework as a Directeur de Recherches. His main book is a two-volume treatise entitled ldquoImage Analysis and Mathematical Morphologyrdquo (Ac. Press, 1982, 1988). He has been Vice President for Europe of the International Society for Stereology from 1979 to 1983. He founded the International Society for Mathematical Morphology in 1993, and was elected his first president. His achievements include several patents of devices for image processing, various awards and titles, such as the first AFCET award, in 1988, or Doctor Honoris Causa of the University of Barcelona (Spain) in 1993. He recently developed a new theory of segmentation, which is based on set connections (2001–2004), and currently works on colour image processing.
Keywords:lattices  mathematical morphology  connections  image interpolation
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