Edge detection methods based von gonzalez claudia (4 Ergebnisse)
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
- Softcover
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Edge Detection Methods Based on Generalized Type-2 Fuzzy Logic
Gonzalez, Claudia I./ Melin, Patricia/ Castro, Juan R./ Castillo, Oscar
- Softcover
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Paperback. Zustand: Brand New. 100 pages. 9.25x6.10x0.32 inches. In Stock.
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Taschenbuch. Zustand: 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; i…n 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.
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Taschenbuch. Zustand: Neu. Edge Detection Methods Based on Generalized Type-2 Fuzzy Logic | Claudia I. Gonzalez (u. a.) | Taschenbuch | x | Englisch | 2017 | Springer | EAN 9783319539935 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbi…eter: preigu.
