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020 _a9783319472232
024 7 _a10.1007/978-3-319-47223-2
_2doi
040 _aES-MaUEC
050 4 _aTA1632
_b.H937 2016 EB
245 1 0 _aHybrid Soft Computing for Image Segmentation
_cedited by Siddhartha Bhattacharyya, Paramartha Dutta, Sourav De, Goran Klepac.
260 _aCham, Switzerland
_bSpringer
_c2016
300 _a1 recurso en línea (XVI, 321 p.)
_b162 ilustraciones, 87 ilustraciones en color
336 _aTexto (visual)
_btxt
_2rdacontent
337 _aelectrónico
_bc
_2rdamedia
338 _arecurso electrónico
_bcr
_2rdacarrier
505 0 _aHybrid Soft Computing Techniques for Image Segmentation: Fundamentals and Applications -- Enhanced Rough-Fuzzy C-Means Algorithm for Image Segmentation -- Intuitionistic Fuzzy C-means Clustering Algorithm for Brain Image Segmentation -- Automatic Segmentation Approaches -- Modified Level Set Segmentation -- Fuzzy Deformable Models for 3D Segmentation of Brain Structures -- Rough Sets for Probabilistic Model Based Image Segmentation -- Segmentation of Cerebral Images. .
520 _aThis book proposes soft computing techniques for segmenting real-life images in applications such as image processing, image mining, video surveillance, and intelligent transportation systems. The book suggests hybrids deriving from three main approaches: fuzzy systems, primarily used for handling real-life problems that involve uncertainty; artificial neural networks, usually applied for machine cognition, learning, and recognition; and evolutionary computation, mainly used for search, exploration, efficient exploitation of contextual information, and optimization. The contributed chapters discuss both the strengths and the weaknesses of the approaches, and the book will be valuable for researchers and graduate students in the domains of image processing and computational intelligence.
650 0 7 _aGráficos de ordenador
_2embne
_9141143
650 0 7 _aVisión por ordenador
_2embne
_9159793
700 1 _aBhattacharyya, Siddhartha,
_d1975-
_eeditor literario
_0Local
_9100498
700 1 _aDutta, Paramartha
_eeditor literario
_0Local
_9100499
700 1 _aDe, Sourav
_d1979-
_eeditor literario
_0Local
_9101763
700 1 _aKlepac, Goran
_eeditor literario
_0Local
_9101764
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://link.springer.com/book/10.1007/978-3-319-47223-2zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
907 _a.b12982192
_b10-10-17
_c08-03-17
942 _2lcc
_cLE
945 _aTA1632 .H937 2016 EB
_g1
_ieBOOK
_j0
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_z06-04-17
988 _aEBOOK, EBSPRINGER
998 _am
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