Examples of fuzzy metrics and applications

被引:121
作者
Gregori, Valentin [1 ]
Morillas, Samuel [1 ]
Sapena, Almanzor [1 ]
机构
[1] Univ Politecn Valencia, Inst Matemat Pura & Aplicada, Valencia 46022, Spain
关键词
Fuzzy metric; Fuzzy image denoising; Stationary fuzzy metric; COLOR IMAGES; SPACES; FILTER; REMOVAL;
D O I
10.1016/j.fss.2010.10.019
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this paper we present new examples of fuzzy metrics in the sense of George and Veeramani. The examples have been classified attending to their construction and most of the well-known fuzzy metrics are particular cases of those given here. In particular, novel fuzzy metrics, by means of fuzzy and classical metrics and certain special types of functions, are introduced. We also give an extension theorem for two fuzzy metrics that agree in its nonempty intersection. Finally, we give an application of this type of fuzzy metrics to color image processing. We propose a fuzzy metric that simultaneously takes into account two different distance criteria between color image pixels and we use this fuzzy metric to filter noisy images, obtaining promising results. This application is also illustrative of how fuzzy metrics can be used in other engineering problems. (C) 2010 Elsevier B.V. All rights reserved.
引用
收藏
页码:95 / 111
页数:17
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