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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., Melin, Patricia (Author), Castro, Juan R. (Author), Castillo, Oscar (Author)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2017, 2017
Edition:1st ed. 2017
Series:SpringerBriefs in Computational Intelligence
Subjects:
Computational Intelligence
Artificial Intelligence
Automated Pattern Recognition
Pattern Recognition Systems
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
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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