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Stochastic Geometry Simulation using Granulometrical Features

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CONTRIBUTORS:
  Author Pina, Pedro
  Author Ramos, Vitorino (Instituto Superior Tecnico)
  Author Muge, Fernando
BOOK TITLE:
  6th International Congress on GeoStatistics
YEAR: 2000
PUB TYPE: Book Chapter
PAGES: 912 - 921
SUBJECT(S): Mathematical Morphology, Geo-Statistics, Image Analysis, Genetic Algorithms
DISCIPLINE: Computer Science
HTTP: http://alfa.ist.utl.pt/~cvrm/staff/vramos/ref_24.html
LANGUAGE: English
PUB ID: 103-396-974 (Last edited on 2003/11/21 10:48:29 US/Mountain)
SPONSOR(S):
 
ABSTRACT:
In this paper the notion of morphological granulometrical deconstruction and the respective algorithms developed to simulate images are presented. They are mainly based on geometrical constraints and appeal to mathematical morphology, geostatistical and genetic algorithms tools. The model is tested with a set constituted by images of 13 different portuguese granites and validated by a high matching degree of the morphological granulometries (in measure and in number) and of the variograms computed on the experimental and simulated images.
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