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Construction of image reduction operators using averaging aggregation functions.

Authors :
Paternain, D.
Fernandez, J.
Bustince, H.
Mesiar, R.
Beliakov, G.
Source :
Fuzzy Sets & Systems. Feb2015, Vol. 261, p87-111. 25p.
Publication Year :
2015

Abstract

In this work we present an image reduction algorithm based on averaging aggregation functions. We axiomatically define the concepts of image reduction operator and local reduction operator. We study the construction of the latter by means of averaging functions and we propose an image reduction algorithm (image reduction operator). We analyze the properties of several averaging functions and their effect on the image reduction algorithm. Finally, we present experimental results where we apply our algorithm in two different applications, analyzing the best operators for each concrete application. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
01650114
Volume :
261
Database :
Academic Search Index
Journal :
Fuzzy Sets & Systems
Publication Type :
Academic Journal
Accession number :
100022852
Full Text :
https://doi.org/10.1016/j.fss.2014.03.008