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Edge Detection Methods Based on Generalized Type-2 Fuzzy Logic
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Schnitt | € 41,09 | € 51,16 | € 43,21 |
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Edge Detection Methods Based on Generalized Type-2 Fuzzy Logic (2017)
ISBN: 9783319539935 bzw. 3319539930, vermutlich in Englisch, Springer, Taschenbuch, neu.
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 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. 14.03.2017, Taschenbuch.
Edge Detection Methods Based on Generalized Type-2 Fuzzy Logic
ISBN: 9783319539935 bzw. 3319539930, in Deutsch, Springer Shop, Taschenbuch, neu.
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. Soft cover.
Edge Detection Methods Based on Generalized Type-2 Fuzzy Logic
ISBN: 9783319539935 bzw. 3319539930, in Deutsch, neu.
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.
Edge Detection Methods Based on Generalized Type-2 Fuzzy Logic als von
ISBN: 9783319539935 bzw. 3319539930, in Deutsch, Springer-Verlag GmbH, gebundenes Buch, neu.
Edge Detection Methods Based on Generalized Type-2 Fuzzy Logic (2017)
ISBN: 9783319539942 bzw. 3319539949, in Deutsch, Springer International Publishing, Taschenbuch, neu.
Edge Detection Methods Based on Generalized Type-2 Fuzzy Logic (2017)
ISBN: 3319539930 bzw. 9783319539935, in Deutsch, neu.
Edge Detection Methods Based on Generalized Type-2 Fuzzy Logic
ISBN: 9783319539942 bzw. 3319539949, in Deutsch, Springer Shop, neu, E-Book, elektronischer Download.
Die Beschreibung dieses Angebotes ist von geringer Qualität oder in einer Fremdsprache. Trotzdem anzeigen
Edge Detection Methods Based on Generalized Type-2 Fuzzy Logic (2017)
ISBN: 9783319539942 bzw. 3319539949, in Deutsch, Springer, Springer, Springer, neu, E-Book, elektronischer Download.
Die Beschreibung dieses Angebotes ist von geringer Qualität oder in einer Fremdsprache. Trotzdem anzeigen
Edge Detection Methods Based on Generalized Type-2 Fuzzy Logic
ISBN: 9783319539942 bzw. 3319539949, in Deutsch, Springer-Verlag, neu, E-Book, elektronischer Download.
Die Beschreibung dieses Angebotes ist von geringer Qualität oder in einer Fremdsprache. Trotzdem anzeigen
Edge Detection Methods Based on Generalized Type-2 Fuzzy Logic (2017)
ISBN: 9783319539942 bzw. 3319539949, in Deutsch, neu, E-Book, elektronischer Download.