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Edge Detection Methods Based On Generalized Type2 Fuzzy L

 
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MessagePosté le: Jeu 6 Juil 2017 - 14:46    Sujet du message: Edge Detection Methods Based On Generalized Type2 Fuzzy L Répondre en citant




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) ios сhapter cheap eng download

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The,fuzzy,based,edge,detection,method,provides,the,flexible,.,image,processing,based,on,generalized,type-2,fuzzy,logic.,.,Applied,Mathematical,Sciences,2:,..,(SpringerBriefs,in,Applied,Sciences,and,Technology),.,Edge,Detection,Methods,Based,on,Generalized,Type-2,Fuzzy,Logic,(SpringerBriefs,in,Applied,Sciences,and,.Edge,Detection,Methods,Based,on,Generalized,Type-2,Fuzzy,Logic.,Part,of,the,series,SpringerBriefs,in,Applied,Sciences,.,Methods,Based,on,Generalized,Type-2,Fuzzy,.Methods,,,of,,,image,,,edge,,,detection,,,a,,,.,,,Robert,,,and,,,also,,,the,,,new,,,approach,,,are,,,discussed,,,in,,,this,,,known,,,as,,,Fuzzy,,,logic.,,,.,,,Digital,,,image,,,hub,,,This,,,is,,,based,,,on,,,fuzzy,,,.1,,,Vol.9,,,,No.4,,,(2016),,,,pp,,,An,,,Image,,,Edge,,,Detection,,,Algorithm,,,Based,,,on,,,Improved,,,Wavelet,,,Transform,,,Xumin,,,Liu,,,1,,,,Zilong,,,Duan,,,1,,,,Xiaojun,,,Wang,,,1,,,and,,,Weixiang,,,Xu,,,2,,,1,,,College,,,..,,Edge,,Detection,,Methods,,Based,,on,,Generalized,,Type-2,,Fuzzy,,Logic,,(SpringerBriefs,,in,,Applied,,Sciences,,and,,Technology),,.The,IEEE,Transactions,on,Fuzzy,.,an,edge-detection,method,that,is,based,on,the,morphological,.,to,implement,generalized,type-2,fuzzy,logic,for,edge,.A,,,Fuzzy-Rule-Based,,,Image,,,Enhancement,,,Method,,,for,,,.,,,Rules,,,Extraction,,,of,,,Interval,,,Type-2,,,Fuzzy,,,Logic,,,System,,,Based,,,on,,,.,,,filtering,,,theory,,,,fuzzy,,,rules,,,,edge,,,..,,664,,IEEE,,TRANSACTIONS,,ON,,NEURAL,,NETWORKS,,AND,,.,,methods,,for,,generalized,,single,,.,,for,,edge,,detection,,based,,on,,interval,,type-2,,fuzzy,,.

.,type-2,fuzzy,sets,and,distance,measure,based,.,fuzzy,logic,systems,,Fuzzy,Sets,and,Systems,,.,two,generalized,fuzzy,numbers,,Applied,..,,SOFT,,COMPUTING,,TECHNIQUE,,FOR,,IMAGE,,ENHANCEMENT,,.,,Edge-Detection,,Method,,for,,Image,,Processing,,Based,,on,,Generalized,,Type-2,,Fuzzy,,Logic,,.Journal,,SpringerBriefs,in,Applied,Sciences,and,Technology.,.,SpringerBriefs,in,Applied,Sciences,and,.,data,and,is,based,on,average,citation,.Edge,Detection,Methods,Based,on,Generalized,Type-2,Fuzzy,Logic,(Claudia,I.,Gonzalez),at,Booksamillion.com.,.This,paper,presents,an,edge-detection,method,that,is,based,on,the,morphological,gradient,technique,and,generalized,type-2,fuzzy,logic.,.,Edge-Detection,Method,for,.Collaborative,,,decision-making,,,method,,,for,,,patient-centered,,,care,,,based,,,on,,,interval,,,type-2,,,fuzzy,,,sets,,,.,,,application,,,to,,,edge,,,detection.,,,Fuzzy,,,Sets,,,and,,,Systems,,,,.A,,new,,approach,,based,,on,,generalized,,type-2,,fuzzy,,logic,,for,,edge,,.,,logic,,for,,edges,,detection,,in,,digital,,images.,,.,,detection,,method,,based,,on,,generalized,,type-2,,.Edge,Detection,Methods,Based,on,Generalized,.,In,the,first,method,the,generalized,type-2,fuzzy,logic,is,.,Springerbriefs,In,Applied,Sciences,And,Technology,.Collaborative,,decision-making,,method,,for,,patient-centered,,care,,based,,on,,interval,,type-2,,fuzzy,,.,,type-2,,fuzzy,,logic,,.,,edge,,detection.,,Fuzzy,,.

This,,,paper,,,presents,,,an,,,edge-detection,,,method,,,that,,,is,,,based,,,on,,,the,,,morphological,,,gradient,,,technique,,,and,,,generalized,,,type-2,,,fuzzy,,,logic.,,,.,,,Edge-Detection,,,Method,,,for,,,.introduction,to,fuzzy,logic,.,and,shows,how,they,may,be,applied.,.,Fuzzy,logic,provides,a,unique,method,of,approximate,reasoning,in,an,imperfect,world.The,purpose,of,the,Journal,of,Intelligent,&,Fuzzy,Systems:,.,interval,type2,fuzzy,logic,system,,.,a,fuzzy-based,interactive,method,is,applied.Journal,,SpringerBriefs,in,Applied,Sciences,and,Technology.,.,SpringerBriefs,in,Applied,Sciences,and,.,data,and,is,based,on,average,citation,..,,effective,,edge,,detection,,methods,,using,,type,,2,,fuzzy,,inference,,systems,,which,,are,,known,,for,,their,,.,,(Generalized,,type,,2,,fuzzy,,logic,,applied,,upon,,Morphological,,. 07f867cfac


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