Title :
Construction of weak homogeneity from interval homogeneity. Application to image segmentation
Author :
Jurio, Aranzazu ; Paternain, Daniel ; Mesiar, Radko ; Kolesarova, Anna ; Bustince, Humberto
Author_Institution :
Dept. de Autom. y Comput., Univ. Publica de Navarra, Pamplona, Spain
Abstract :
In this paper we axiomatically define weak homogeneity of a fuzzy subset, which means that its membership function fulfills at least the minimum properties required to represent the homogeneity of a region. We also provide several construction methods based on the homogeneity of an interval. Besides, we show an illustrative example of these functions applied to the problem of image segmentation.
Keywords :
fuzzy set theory; image segmentation; fuzzy subset; image segmentation; interval homogeneity; membership function; minimum properties; region homogeneity; weak homogeneity construction method; Distortion measurement; Educational institutions; Fuzzy sets; Image segmentation; Prediction algorithms; Homogeneity; fuzzy sets; image segmentation;
Conference_Titel :
Fuzzy Systems (FUZZ), 2013 IEEE International Conference on
Conference_Location :
Hyderabad
Print_ISBN :
978-1-4799-0020-6
DOI :
10.1109/FUZZ-IEEE.2013.6622336