Edge Detection Methods Based on Generalized Type-2 Fuzzy Logic

• Κύριοι συγγραφείς: Gonzalez, Claudia I. (Συγγραφέας), Melin, Patricia (Συγγραφέας), Castro, Juan R. (Συγγραφέας), Castillo, Oscar (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Σειρά: SpringerBriefs in Applied Sciences and Technology,
• Θέματα: Engineering.; Artificial intelligence.; Pattern recognition.; Computational intelligence.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).; Pattern Recognition.

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...

Πίνακας περιεχομένων:

• 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.