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FUZZY CELLULAR SYSTEMS FOR IMAGE PROCESSING

机译:用于图像处理的模糊细胞系统

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摘要

In this paper a new family of discrete time non linear dynamical systems is introduced. The basic elements of these systems are called cells; these cells are identical, and can be thought as nodes in a rectangular grid; they interact with their neighbouring cells. The system dynamic is defined by a collection of fuzzy rules governing both the evolution of each cell and interconections between neighbouring cells. They have been applied to some image processing tasks such as noise removal from corrupted digital images (both grey-scale and colour images). The comparisons with traditional approaches have been included. In the following paragraphs the fuzzy systems are introduced and some examples of applications are presented.
机译:本文介绍了一个新的离散时间非线性动力学系统系列。这些系统的基本元素称为单元。这些单元是相同的,可以视为矩形网格中的节点。它们与相邻细胞相互作用。系统动态由模糊规则集合定义,这些规则既控制每个单元的演化又控制相邻单元之间的相互连接。它们已应用于某些图像处理任务,例如从损坏的数字图像(灰度图像和彩色图像)中去除噪声。与传统方法的比较已包括在内。在以下各段中,将介绍模糊系统,并给出一些应用示例。

著录项

  • 来源
    《New trends in fuzzy logic II 》|1997年|292-299|共8页
  • 会议地点 Bari(IT)
  • 作者单位

    SGS-THOMSON Microelectronics, SCMT Group Straddle Primosole 50, 95121, Catania, Italy;

    SGS-THOMSON Microelectronics, SCMT Group Straddle Primosole 50, 95121, Catania, Italy;

    SGS-THOMSON Microelectronics, SCMT Group Straddle Primosole 50, 95121, Catania, Italy;

    D.E.E.S, Universita' degli Studi di Catania V.le A.Doria, 6 - 95126 Catania, Italy;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 模糊数学 ;
  • 关键词

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