Edge detection methods based on generalized type-2 fuzzy logic

In this book four new methods are proposed. In the first method the generalized type-2 fuzzy logic is combined with the morphological gra-dient technique. The second method combines the general type-2 fuzzy systems (GT2 FSs) and the Sobel operator; in the third approach the me-thodology based on Sob...

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Bibliographic Details
Main Authors Gonzalez, Claudia I. (Author), Melin, Patricia, 1962- (Author), Castro, Juan R. (Author), Castillo, Oscar (Author)
Format Electronic eBook
LanguageEnglish
Published Cham, Switzerland : Springer, [2017]
SeriesSpringerBriefs in applied sciences and technology. Computational intelligence.
Subjects
Computer vision > Mathematics.
Image processing.
Fuzzy logic.
Vision > Computer simulation.
elektronické knihy
electronic books
Online AccessPlný text

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Table of Contents:
  • Introduction
  • Generalized Type-2 Fuzzy Logic
  • Edge Detection Methods and Filters Used on Digital Image Processing
  • Metrics for Edge Detection Methods
  • Edge Detection Methods Based on Generalized Type-2 Fuzzy Logic Systems
  • Generalized Type-2 Fuzzy Edge Detection Applied on a Face Recognition System
  • Experimentation and Results Discussion
  • Conclusions.

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