DocumentCode
640932
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
fYear
2013
fDate
7-10 July 2013
Firstpage
1
Lastpage
8
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems (FUZZ), 2013 IEEE International Conference on
Conference_Location
Hyderabad
ISSN
1098-7584
Print_ISBN
978-1-4799-0020-6
Type
conf
DOI
10.1109/FUZZ-IEEE.2013.6622336
Filename
6622336
Link To Document