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Construction of image reduction operators using averaging aggregation functions

机译:使用平均聚合函数构造图像约简算子

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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.
机译:在这项工作中,我们提出了一种基于平均聚合函数的图像缩小算法。我们公理地定义了图像归约算子和局部归约算子的概念。我们通过平均函数来研究后者的构造,并提出了图像缩小算法(图像缩小算子)。我们分析了几个平均函数的性质及其对图像缩小算法的影响。最后,我们给出了将算法应用到两个不同应用中的实验结果,并针对每种具体应用分析了最佳算子。

著录项

  • 来源
    《Fuzzy sets and systems》 |2015年第15期|87-111|共25页
  • 作者单位

    Departamento de Automatica y Computation, Universidad Publica de Navarra, Pamplona, Spain;

    Departamento de Automatica y Computation, Universidad Publica de Navarra, Pamplona, Spain;

    Departamento de Automatica y Computation, Universidad Publica de Navarra, Pamplona, Spain;

    Department of Mathematics and Descriptive Geometry, Slovak University of Technology, Bratislava, Slovakia,Centre of Excellence IT4Innovations, University of Ostrava, IRAFM, Ostrava, Czech Republic;

    School of Information Technology, Deakin University, Burwood, Australia;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Image reduction; Reduction operators; Local reduction operators; Aggregation functions; Averaging functions;

    机译:图像缩小;还原运算符;本地减排经营者;聚合功能;平均功能;

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