03632nam 22006375 450 991015527370332120251113175826.010.1007/978-3-319-47524-0(CKB)3710000000964813(DE-He213)978-3-319-47524-0(MiAaPQ)EBC4748103(PPN)197141331(EXLCZ)99371000000096481320161111d2016 u| 0engurnn#008mamaatxtrdacontentcrdamediacrrdacarrierHybrid Soft Computing for Multilevel Image and Data Segmentation /by Sourav De, Siddhartha Bhattacharyya, Susanta Chakraborty, Paramartha Dutta1st ed. 2016.Cham :Springer International Publishing :Imprint: Springer,2016.1 online resource (XIV, 235 p. 99 illus., 39 illus. in color.)Computational Intelligence Methods and Applications,2510-17733-319-47523-1 3-319-47524-X Includes bibliographical references and index.Introduction -- 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.This 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.Computational Intelligence Methods and Applications,2510-1773Artificial intelligenceComputational intelligenceImage processingDigital techniquesComputer visionArtificial IntelligenceComputational IntelligenceComputer Imaging, Vision, Pattern Recognition and GraphicsArtificial intelligence.Computational intelligence.Image processingDigital techniques.Computer vision.Artificial Intelligence.Computational Intelligence.Computer Imaging, Vision, Pattern Recognition and Graphics.621.367De Souravauthttp://id.loc.gov/vocabulary/relators/aut922405Bhattacharyya Siddharthaauthttp://id.loc.gov/vocabulary/relators/autChakraborty Susantaauthttp://id.loc.gov/vocabulary/relators/autDutta Paramarthaauthttp://id.loc.gov/vocabulary/relators/autMiAaPQMiAaPQMiAaPQBOOK9910155273703321Hybrid Soft Computing for Multilevel Image and Data Segmentation2069863UNINA