03768nam 22007095 450 991048462370332120200701174824.03-642-54774-510.1007/978-3-642-54774-4(CKB)3710000000106785(DE-He213)978-3-642-54774-4(SSID)ssj0001204881(PQKBManifestationID)11658762(PQKBTitleCode)TC0001204881(PQKBWorkID)11180468(PQKB)10172673(MiAaPQ)EBC3093298(PPN)178320315(EXLCZ)99371000000010678520140401d2014 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierEfficient Algorithms for Global Optimization Methods in Computer Vision International Dagstuhl Seminar, Dagstuhl Castle, Germany, November 20-25, 2011, Revised Selected Papers /edited by Andrés Bruhn, Thomas Pock, Xue-Cheng Tai1st ed. 2014.Berlin, Heidelberg :Springer Berlin Heidelberg :Imprint: Springer,2014.1 online resource (VII, 175 p. 128 illus.) Image Processing, Computer Vision, Pattern Recognition, and Graphics ;8293Bibliographic Level Mode of Issuance: Monograph3-642-54773-7 Mathematical Optimization -- Modeling -- Nonconvex Optimization -- Shape Representations.  This book constitutes the thoroughly refereed post-conference proceedings of the International Dagstuhl-Seminar on Efficient Algorithms for Global Optimization Methods in Computer Vision, held in Dagstuhl Castle, Germany, in November 2011. The 8 revised full papers presented were carefully reviewed and selected by 12 lectures given at the seminar. The seminar focused on the entire algorithmic development pipeline for global optimization problems in computer vision: modelling, mathematical analysis, numerical solvers and parallelization. In particular, the goal of the seminar was to bring together researchers from all four fields to analyze and discuss the connections between the different stages of the algorithmic design pipeline.Image Processing, Computer Vision, Pattern Recognition, and Graphics ;8293Optical data processingAlgorithmsNumerical analysisComputer scienceImage Processing and Computer Visionhttps://scigraph.springernature.com/ontologies/product-market-codes/I22021Algorithm Analysis and Problem Complexityhttps://scigraph.springernature.com/ontologies/product-market-codes/I16021Numeric Computinghttps://scigraph.springernature.com/ontologies/product-market-codes/I1701XComputer Science, generalhttps://scigraph.springernature.com/ontologies/product-market-codes/I00001Optical data processing.Algorithms.Numerical analysis.Computer science.Image Processing and Computer Vision.Algorithm Analysis and Problem Complexity.Numeric Computing.Computer Science, general.006.37Bruhn Andrésedthttp://id.loc.gov/vocabulary/relators/edtPock Thomasedthttp://id.loc.gov/vocabulary/relators/edtTai Xue-Chengedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK9910484623703321Efficient Algorithms for Global Optimization Methods in Computer Vision2831660UNINA