Edge Detection Methods Based on Generalized Type-2 Fuzzy Logic - Couverture souple

Gonzalez, Claudia I. I.; Melin, Patricia; Castro, Juan R.; Castillo, Oscar

9783319539935: Edge Detection Methods Based on Generalized Type-2 Fuzzy Logic

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ISBN 10 : 3319539930 ISBN 13 : 9783319539935

Editeur : Springer, 2017

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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.

Les informations fournies dans la section � Synopsis � peuvent faire r�f�rence � une autre �dition de ce titre.

�diteurSpringer
Date d'�dition2017
ISBN 10 3319539930
ISBN 13 9783319539935
ReliureBroch�
Langueanglais
Num�ro d'�dition1
Nombre de pages100
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Edge Detection Methods Based on Generalized Type-2 Fuzzy Logic

Claudia I. Gonzalez|Patricia Melin|Juan R. Castro|Oscar Castillo

Edit� par Springer International Publishing, 2017

ISBN 10 : 3319539930 ISBN 13 : 9783319539935

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Kartoniert / Broschiert. Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Includes a comparative study of type-1, interval type-2 and generalized type-2 fuzzy systems as tools to enhance edge detection in digital images when used in conjunction with the morphological gradient and the Sobel operatorS. N� de r�f. du vendeur 144311546

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Edge Detection Methods Based on Generalized Type-2 Fuzzy Logic

Claudia I. Gonzalez

Edit� par Berlin Springer International Publishing Springer Mrz 2017, 2017

ISBN 10 : 3319539930 ISBN 13 : 9783319539935

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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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 Sobel operator and GT2 FSs is improved to be applied on color images. In the fourth approach, we proposed a novel edge detec-tion method where, a digital image is converted a generalized type-2 fuzzy image. In this book it is also included a comparative study of type-1, inter-val type-2 and generalized type-2 fuzzy systems as tools to enhance edge detection in digital images when used in conjunction with the morphologi-cal gradient and the Sobel operator. The proposed generalized type-2 fuzzy edge detection methods were tested with benchmark images and synthetic images, in a grayscale and color format.Another contribution in this book is that the generalized type-2 fuzzy edge detector method is applied in the preprocessing phase of a face rec-ognition system; where the recognition system is based on a monolithic neural network. The aim of this part of the book is to show the advantage of using a generalized type-2 fuzzy edge detector in pattern recognition applications.The main goal of using generalized type-2 fuzzy logic in edge detec-tion applications is to provide them with the ability to handle uncertainty in processing real world images; otherwise, to demonstrate that a GT2 FS has a better performance than the edge detection methods based on type-1 and type-2 fuzzy logic systems. 89 pp. Englisch. N� de r�f. du vendeur 9783319539935

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Edge Detection Methods Based on Generalized Type-2 Fuzzy Logic (SpringerBriefs in Computational Intelligence)

Gonzalez, Claudia I. I.; Melin, Patricia; Castro, Juan R.; Castillo, Oscar

Edit� par Springer, 2017

ISBN 10 : 3319539930 ISBN 13 : 9783319539935

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Edge Detection Methods Based on Generalized Type-2 Fuzzy Logic

Claudia I. Gonzalez

Edit� par Springer, Berlin, Springer International Publishing, Springer, 2017

ISBN 10 : 3319539930 ISBN 13 : 9783319539935

Neuf Taschenbuch

Vendeur : AHA-BUCH GmbH, Einbeck, Allemagne

�valuation du vendeur 5 sur 5 �toiles

Taschenbuch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - 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 Sobel operator and GT2 FSs is improved to be applied on color images. In the fourth approach, we proposed a novel edge detec-tion method where, a digital image is converted a generalized type-2 fuzzy image. In this book it is also included a comparative study of type-1, inter-val type-2 and generalized type-2 fuzzy systems as tools to enhance edge detection in digital images when used in conjunction with the morphologi-cal gradient and the Sobel operator. The proposed generalized type-2 fuzzy edge detection methods were tested with benchmark images and synthetic images, in a grayscale and color format.Another contribution in this book is that the generalized type-2 fuzzy edge detector method is applied in the preprocessing phase of a face rec-ognition system; where the recognition system is based on a monolithic neural network. The aim of this part of the book is to show the advantage of using a generalized type-2 fuzzy edge detector in pattern recognition applications.The main goal of using generalized type-2 fuzzy logic in edge detec-tion applications is to provide them with the ability to handle uncertainty in processing real world images; otherwise, to demonstrate that a GT2 FS has a better performance than the edge detection methods based on type-1 and type-2 fuzzy logic systems. N� de r�f. du vendeur 9783319539935

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