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On Significant Crisp Representatives of Fuzzy Regions in Colour Images
Prados-Suarez, B.; Sanchez, D.; Chamorro-Martihez, J.;
Fuzzy Systems Conference, 2007. FUZZ-IEEE 2007. IEEE International
23-26 July 2007
Page(s):1
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6
Abstract:
In this paper we propose a technique to obtain a set of crisp representatives of an imprecise region in color images. In our approach, we start by obtaining a fuzzy model of the region by employing a fuzzy region growing procedure. The set of crisp representatives is obtained from that model as the set of alpha-cuts corresponding to maximal variations of homogeneity. Several experiments and a comparison with both crisp and fuzzy techniques are provided, showing the suitability of the proposal against other approaches.
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