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Edge Detection Methods Based On Generalized Type2 Fuzzy L

 
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MessagePosté le: Jeu 6 Juil - 04:40 (2017)    Sujet du message: Edge Detection Methods Based On Generalized Type2 Fuzzy L Répondre en citant


Edge Detection Methods Based on Generalized Type-2 Fuzzy Logic (SpringerBriefs in Applied Sciences and Technology)
by Claudia I. Gonzalez



->>->>->>DOWNLOAD BOOK Edge Detection Methods Based on Generalized Type-2 Fuzzy Logic (SpringerBriefs in Applied Sciences and Technology)



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 (SpringerBriefs in Applied Sciences and Technology) Claudia I. Gonzalez
Edge Detection Methods Based on Generalized Type-2 Fuzzy Logic (SpringerBriefs in Applied Sciences and Technology) book 4Shared





SpringerBriefs in Computational Intelligence Free Preview 2017 Edge Detection Methods Based on Generalized Type-2 Fuzzy Logic Authors: Gonzalez, C.I., Melin, P., Castro, J.R., Castillo, O Fuzzy Logic Based Power-Efficient Real-Time Multi-Core System (SpringerBriefs in Applied Sciences and Technology) English Springer 20161122 62 Pages This book focuses on identifying the performance challenges involved in computer architectures, optimal configuration settings and analysing their impPlease enter your namePlease enable JavaScript to view the comments powered by DisqusVhradn distributor Oxford University Press Vechny ceny jsou uveden s DPH Podle zkona o evidenci treb je prodvajc povinen vystavit kupujcmu tenku.Zrove je povinen zaevidovat pijatou trbu u sprvce dan online, v ppad technickho vpadku pak nejpozdji do 48 hodinCastro" ;The proposed generalized type-2 fuzzy edge detection methods were tested with benchmark images and synthetic images, in a grayscale and color formatAnother 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 networkIn 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> # Claudia IWhen Interval Type-2 Fuzzy Logic System is implemented to model the behavior of systems, the results show a better stabilization, because the analysis of uncertainty is betterYour Web browser is not enabled for JavaScriptYour request to send this item has been completed Edge Detection Methods Based on Generalized Type-2 Fuzzy Logic (SpringerBriefs in Applied Sciences and Technology) English 20170314 89 Pages In this book four new methods are proposedCurrently, mainly simple application-oriented models are used to describe the physical behavior of batteries 07f867cfac


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