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 (Author), Castro, Juan R. (Author), Castillo, Oscar (Author)
Corporate Author: SpringerLink (Online service)
Format: e-Book
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
Edition:1st ed. 2017.
Series:SpringerBriefs in Computational Intelligence,
Subjects:
Computational intelligence.
Artificial intelligence.
Pattern recognition systems.
Computational Intelligence.
Artificial Intelligence.
Automated Pattern Recognition.
Online Access:Full-text access
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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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