LEADER 04803nam 22006855 450 001 996466558203316 005 20231204131801.0 010 $a3-030-03009-1 024 7 $a10.1007/978-3-030-03009-4 035 $a(CKB)4100000008962786 035 $a(DE-He213)978-3-030-03009-4 035 $a(EXLCZ)994100000008962786 100 $a20201128d2021 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aHandbook of Mathematical Models and Algorithms in Computer Vision and Imaging$b[electronic resource] $eMathematical Imaging and Vision /$fedited by Ke Chen, Carola-Bibiane Schönlieb, Xue-Cheng Tai, Laurent Younces 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2021. 215 $a1 online resource (20 illus., 10 illus. in color.) 330 $aA latest update on the state of arts research developments in the fast growing and highly multidisciplinary field of Variational Methods and Effective Algorithms for Imaging and Vision. The emphasis is on the Variational Methods which represent the optimal solutions to class of imaging and vision problems and on Effective Algorithms which are necessary for the methods to be translate to practical use in various applications. Viewing discrete images as data sampled from functional surfaces enable the use of Advanced tools from Calculus, Functions and Calculus of Variations, Optimization and provide the basis of high resolution imaging through variational models. No other frameworks can provide the comparable accuracy and precision to Imaging and Vision. Ample references are given on topics covered. All chapters will have introductions so that the book is accessible to graduate students. For new comers to the field, the book provides a comprehensive and fast track introduction to the c to save time and get on with tackling new and emerging challenges, rather than running the risk of reproducing / comparing to some old works already done or reinventing same results. For researchers, exposure to the state of arts of research works leads to an overall view of the entire field so as to guide new research directions and avoid pitfalls in moving the field forward and looking into the next 25 years of imaging and information sciences. Primary audience: Graduate students, Researchers, Imaging and vision practitioners, Applied mathematicians, Medical Imagers, Engineers, and Computer scientists. 606 $aComputer mathematics 606 $aOptical data processing 606 $aMathematical optimization 606 $aPartial differential equations 606 $aNeural networks (Computer science) 606 $aComputational Mathematics and Numerical Analysis$3https://scigraph.springernature.com/ontologies/product-market-codes/M1400X 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics$3https://scigraph.springernature.com/ontologies/product-market-codes/I22005 606 $aOptimization$3https://scigraph.springernature.com/ontologies/product-market-codes/M26008 606 $aPartial Differential Equations$3https://scigraph.springernature.com/ontologies/product-market-codes/M12155 606 $aMathematical Models of Cognitive Processes and Neural Networks$3https://scigraph.springernature.com/ontologies/product-market-codes/M13100 606 $aModels matemàtics$2thub 606 $aVisió per ordinador$2thub 606 $aDiagnòstic per la imatge$2thub 606 $aOptimització matemàtica$2thub 608 $aLlibres electrònics$2thub 615 0$aComputer mathematics. 615 0$aOptical data processing. 615 0$aMathematical optimization. 615 0$aPartial differential equations. 615 0$aNeural networks (Computer science). 615 14$aComputational Mathematics and Numerical Analysis. 615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics. 615 24$aOptimization. 615 24$aPartial Differential Equations. 615 24$aMathematical Models of Cognitive Processes and Neural Networks. 615 7$aModels matemàtics 615 7$aVisió per ordinador 615 7$aDiagnòstic per la imatge 615 7$aOptimització matemàtica 676 $a518 702 $aChen$b Ke$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aSchönlieb$b Carola-Bibiane$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aTai$b Xue-Cheng$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aYounces$b Laurent$4edt$4http://id.loc.gov/vocabulary/relators/edt 906 $aBOOK 912 $a996466558203316 996 $aHandbook of Mathematical Models and Algorithms in Computer Vision and Imaging$92830638 997 $aUNISA