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020 _a9783319475240
024 7 _a10.1007/978-3-319-47524-0
_2doi
040 _aES-MaUEC
050 4 _aTA1632
_b.D476 2016 EB
100 1 _aDe, Sourav
_0http://id.loc.gov/authorities/names/n2014210552
_9101763
_d1979-
245 1 0 _aHybrid Soft Computing for Multilevel Image and Data Segmentation
_cby Sourav De, Siddhartha Bhattacharyya, Susanta Chakraborty, Paramartha Dutta.
260 _aCham, Switzerland
_bSpringer
_c2016
300 _a1 recurso en línea (XIV, 235 p.)
_b99 ilustraciones, 39 ilustraciones en color
336 _aTexto (visual)
_btxt
_2rdacontent
337 _aelectrónico
_bc
_2rdamedia
338 _arecurso electrónico
_bcr
_2rdacarrier
490 1 _aComputational Intelligence Methods and Applications
_x2510-1765
505 0 _aIntroduction -- Image Segmentation: A Review -- Self-supervised Gray Level Image Segmentation Using an Optimized MUSIG (OptiMUSIG) Activation Function -- Self-supervised Color Image Segmentation Using Parallel OptiMUSIG (ParaOptiMUSIG) Activation Function -- Self-supervised Gray Level Image Segmentation Using Multiobjective Based Optimized MUSIG (OptiMUSIG) Activation Function -- Self-supervised Color Image Segmentation Using Multiobjective Based Parallel Optimized MUSIG (ParaOptiMUSIG) Activation Function -- Unsupervised Genetic Algorithm Based Automatic Image Segmentation and Data Clustering Technique Validated by Fuzzy Intercluster Hostility Index.
520 _aThis book explains efficient solutions for segmenting the intensity levels of different types of multilevel images. The authors present hybrid soft computing techniques, which have advantages over conventional soft computing solutions as they incorporate data heterogeneity into the clustering/segmentation procedures. This is a useful introduction and reference for researchers and graduate students of computer science and electronics engineering, particularly 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,
_9100498
_d1975-
700 1 _aChakraborty, Susanta
_0Local
_9100500
700 1 _aDutta, Paramartha.
_9100499
830 0 _aComputational Intelligence Methods and Applications
_x2510-1765
_9134417
_0Local
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://link.springer.com/book/10.1007/978-3-319-47524-0zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
907 _a.b12982271
_b10-10-17
_c08-03-17
942 _2lcc
_cLE
945 _aTA1632 .D476 2016 EB
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