Construction of image reduction operators using averaging aggregation functions

被引：66

作者：

Paternain, D. ^{[1
]}

Fernandez, J. ^{[1
]}

Bustince, H. ^{[1
]}

Mesiar, R. ^{[2
,3
]}

Beliakov, G. ^{[4
]}

机构：

[1] Univ Publ Navarra, Dept Automat & Computac, Pamplona, Spain

[2] Slovak Univ Technol Bratislava, Dept Math & Descript Geometry, Bratislava, Slovakia

[3] Univ Ostrava, IRAFM, Ctr Excellence IT4Innovat, CZ-70103 Ostrava, Czech Republic

[4] Deakin Univ, Sch Informat Technol, Burwood, Vic, Australia

来源：

FUZZY SETS AND SYSTEMS | 2015年 / 261卷

基金：

美国国家科学基金会;

关键词：

Image reduction; Reduction operators; Local reduction operators; Aggregation functions; Averaging functions; FUZZY TRANSFORMS; INTERPOLATION;

D O I：

10.1016/j.fss.2014.03.008

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

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. (C) 2014 Elsevier B.V. All rights reserved.

引用

页码：87 / 111

页数：25

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