000780035 000__ 04329cam\a2200565Ii\4500
000780035 001__ 780035
000780035 005__ 20230306143051.0
000780035 006__ m\\\\\o\\d\\\\\\\\
000780035 007__ cr\nn\nnnunnun
000780035 008__ 170308s2017\\\\sz\a\\\\ob\\\\001\0\eng\d
000780035 019__ $$a975030420$$a975091726$$a975223112$$a975386466$$a984868780
000780035 020__ $$a9783319539942$$q(electronic book)
000780035 020__ $$a3319539949$$q(electronic book)
000780035 020__ $$z9783319539935
000780035 020__ $$z3319539930
000780035 0247_ $$a10.1007/978-3-319-53994-2$$2doi
000780035 035__ $$aSP(OCoLC)ocn974802371
000780035 035__ $$aSP(OCoLC)974802371$$z(OCoLC)975030420$$z(OCoLC)975091726$$z(OCoLC)975223112$$z(OCoLC)975386466$$z(OCoLC)984868780
000780035 040__ $$aN$T$$beng$$erda$$epn$$cN$T$$dN$T$$dGW5XE$$dEBLCP$$dYDX$$dUAB$$dNJR$$dIOG$$dCOO$$dAZU$$dUPM
000780035 049__ $$aISEA
000780035 050_4 $$aTA1637
000780035 066__ $$c(S
000780035 08204 $$a006.42$$223
000780035 1001_ $$aGonzalez, Claudia I.,$$eauthor.
000780035 24510 $$aEdge detection methods based on generalized type-2 fuzzy logic /$$cClaudia I. Gonzalez, Patricia Melin, Juan R. Castro, Oscar Castillo.
000780035 264_1 $$aCham, Switzerland :$$bSpringer,$$c[2017]
000780035 300__ $$a1 online resource :$$billustrations.
000780035 336__ $$atext$$btxt$$2rdacontent
000780035 337__ $$acomputer$$bc$$2rdamedia
000780035 338__ $$aonline resource$$bcr$$2rdacarrier
000780035 347__ $$atext file$$bPDF$$2rda
000780035 4901_ $$aSpringerBriefs in applied sciences and technology. Computational intelligence
000780035 504__ $$aIncludes bibliographical references and index.
000780035 5050_ $$aIntroduction -- 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.
000780035 506__ $$aAccess limited to authorized users.
000780035 520__ $$aIn 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.
000780035 588__ $$aOnline resource; title from PDF title page (viewed March 09, 2017).
000780035 650_0 $$aComputer vision$$xMathematics.
000780035 650_0 $$aImage processing.
000780035 650_0 $$aFuzzy logic.
000780035 650_0 $$aVision$$xComputer simulation.
000780035 7001_ $$aMelin, Patricia,$$d1962-$$eauthor.
000780035 7001_ $$aCastro, Juan R.,$$eauthor.
000780035 7001_ $$aCastillo, Oscar,$$eauthor.
000780035 77608 $$iPrint version:$$aGonzalez, Claudia I.$$tEdge Detection Methods Based on Generalized Type-2 Fuzzy Logic$$dCham : Springer International Publishing,c2017$$z9783319539935
000780035 830_0 $$aSpringerBriefs in applied sciences and technology.$$pComputational intelligence.
000780035 852__ $$bebk
000780035 85640 $$3SpringerLink$$uhttps://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-3-319-53994-2$$zOnline Access$$91397441.1
000780035 909CO $$ooai:library.usi.edu:780035$$pGLOBAL_SET
000780035 980__ $$aEBOOK
000780035 980__ $$aBIB
000780035 982__ $$aEbook
000780035 983__ $$aOnline
000780035 994__ $$a92$$bISE