03710nam 22006615 450 991029987560332120200703153212.03-319-63754-110.1007/978-3-319-63754-9(CKB)4100000000881491(DE-He213)978-3-319-63754-9(MiAaPQ)EBC6298459(MiAaPQ)EBC5578677(Au-PeEL)EBL5578677(OCoLC)1066178070(PPN)220124965(EXLCZ)99410000000088149120171014d2018 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierAdvances in Soft Computing and Machine Learning in Image Processing /edited by Aboul Ella Hassanien, Diego Alberto Oliva1st ed. 2018.Cham :Springer International Publishing :Imprint: Springer,2018.1 online resource (XII, 718 p. 309 illus., 195 illus. in color.) Studies in Computational Intelligence,1860-949X ;7303-319-63753-3 Color Spaces Advantages and Disadvantages in Image Color Clustering Segmentation -- Multi-objective Whale Optimization Algorithm for Multi-level Thresholding Segmentation -- Evaluating Swarm Optimization Algorithms for Segmentation of Liver Images -- Thermal Image Segmentation Using Evolutionary Computation Techniques -- News Videos Segmentation Using Dominant Colors Representation.This book is a collection of the latest applications of methods from soft computing and machine learning in image processing. It explores different areas ranging from image segmentation to the object recognition using complex approaches, and includes the theory of the methodologies used to provide an overview of the application of these tools in image processing. The material has been compiled from a scientific perspective, and the book is primarily intended for undergraduate and postgraduate science, engineering, and computational mathematics students. It can also be used for courses on artificial intelligence, advanced image processing, and computational intelligence, and is a valuable resource for researchers in the evolutionary computation, artificial intelligence and image processing communities.Studies in Computational Intelligence,1860-949X ;730Computational intelligenceArtificial intelligenceSignal processingImage processingSpeech processing systemsComputational Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/T11014Artificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Signal, Image and Speech Processinghttps://scigraph.springernature.com/ontologies/product-market-codes/T24051Computational intelligence.Artificial intelligence.Signal processing.Image processing.Speech processing systems.Computational Intelligence.Artificial Intelligence.Signal, Image and Speech Processing.006.32Hassanien Aboul Ellaedthttp://id.loc.gov/vocabulary/relators/edtOliva Diego Albertoedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK9910299875603321Advances in Soft Computing and Machine Learning in Image Processing2517634UNINA