LEADER 03632nam 22006375 450 001 9910155273703321 005 20251113175826.0 024 7 $a10.1007/978-3-319-47524-0 035 $a(CKB)3710000000964813 035 $a(DE-He213)978-3-319-47524-0 035 $a(MiAaPQ)EBC4748103 035 $a(PPN)197141331 035 $a(EXLCZ)993710000000964813 100 $a20161111d2016 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aHybrid Soft Computing for Multilevel Image and Data Segmentation /$fby Sourav De, Siddhartha Bhattacharyya, Susanta Chakraborty, Paramartha Dutta 205 $a1st ed. 2016. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2016. 215 $a1 online resource (XIV, 235 p. 99 illus., 39 illus. in color.) 225 1 $aComputational Intelligence Methods and Applications,$x2510-1773 311 08$a3-319-47523-1 311 08$a3-319-47524-X 320 $aIncludes bibliographical references and index. 327 $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. 330 $aThis book explains efficient solutions for segmenting the intensity levels of different types of multilevel images. The authors present hybrid soft computing techniques, which have advantages over conventional soft computing solutions as they incorporate data heterogeneity into the clustering/segmentation procedures. This is a useful introduction and reference for researchers and graduate students of computer science and electronics engineering, particularly in the domains of image processing and computational intelligence. 410 0$aComputational Intelligence Methods and Applications,$x2510-1773 606 $aArtificial intelligence 606 $aComputational intelligence 606 $aImage processing$xDigital techniques 606 $aComputer vision 606 $aArtificial Intelligence 606 $aComputational Intelligence 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics 615 0$aArtificial intelligence. 615 0$aComputational intelligence. 615 0$aImage processing$xDigital techniques. 615 0$aComputer vision. 615 14$aArtificial Intelligence. 615 24$aComputational Intelligence. 615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics. 676 $a621.367 700 $aDe$b Sourav$4aut$4http://id.loc.gov/vocabulary/relators/aut$0922405 702 $aBhattacharyya$b Siddhartha$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aChakraborty$b Susanta$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aDutta$b Paramartha$4aut$4http://id.loc.gov/vocabulary/relators/aut 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910155273703321 996 $aHybrid Soft Computing for Multilevel Image and Data Segmentation$92069863 997 $aUNINA