000 03277nam a22005535i 4500
001 978-3-319-47524-0
003 DE-He213
005 20180206183119.0
007 cr nn 008mamaa
008 161111s2016 gw | s |||| 0|eng d
020 _a9783319475240
_9978-3-319-47524-0
050 4 _aQ334-342
050 4 _aTJ210.2-211.495
072 7 _aUYQ
_2bicssc
072 7 _aTJFM1
_2bicssc
072 7 _aCOM004000
_2bisacsh
082 0 4 _a006.3
_223
100 1 _aDe, Sourav.
_eauthor.
245 1 0 _aHybrid Soft Computing for Multilevel Image and Data Segmentation
_h[recurso electrónico] /
_cby Sourav De, Siddhartha Bhattacharyya, Susanta Chakraborty, Paramartha Dutta.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2016.
300 _aXIV, 235 p. 99 illus., 39 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
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 _aComputer science.
650 0 _aArtificial intelligence.
650 0 _aComputer graphics.
650 0 _aComputational intelligence.
650 1 4 _aComputer Science.
650 2 4 _aArtificial Intelligence (incl. Robotics).
650 2 4 _aComputational Intelligence.
650 2 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
700 1 _aBhattacharyya, Siddhartha.
_eauthor.
700 1 _aChakraborty, Susanta.
_eauthor.
700 1 _aDutta, Paramartha.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783319475233
830 0 _aComputational Intelligence Methods and Applications,
_x2510-1765
856 4 0 _zLibro electrónico
_uhttp://148.231.10.114:2048/login?url=http://dx.doi.org/10.1007/978-3-319-47524-0
912 _aZDB-2-SCS
942 _cLIBRO_ELEC
999 _c227504
_d227504