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020 _a9783642547744
_9978-3-642-54774-4
024 7 _a10.1007/978-3-642-54774-4
_2doi
050 4 _aTA1634
072 7 _aUYQV
_2bicssc
072 7 _aCOM016000
_2bisacsh
072 7 _aUYQV
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082 0 4 _a006.37
_223
245 1 0 _aEfficient Algorithms for Global Optimization Methods in Computer Vision
_h[electronic resource] :
_bInternational Dagstuhl Seminar, Dagstuhl Castle, Germany, November 20-25, 2011, Revised Selected Papers /
_cedited by Andrés Bruhn, Thomas Pock, Xue-Cheng Tai.
250 _a1st ed. 2014.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2014.
300 _aVII, 175 p. 128 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
_x3004-9954 ;
_v8293
505 0 _aMathematical Optimization -- Modeling -- Nonconvex Optimization -- Shape Representations.
520 _a  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.
650 0 _aComputer vision.
650 0 _aAlgorithms.
650 0 _aNumerical analysis.
650 0 _aComputer science.
650 1 4 _aComputer Vision.
650 2 4 _aAlgorithms.
650 2 4 _aNumerical Analysis.
650 2 4 _aComputer Science.
700 1 _aBruhn, Andrés.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aPock, Thomas.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aTai, Xue-Cheng.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783642547737
776 0 8 _iPrinted edition:
_z9783642547751
830 0 _aImage Processing, Computer Vision, Pattern Recognition, and Graphics,
_x3004-9954 ;
_v8293
856 4 0 _uhttps://doi.org/10.1007/978-3-642-54774-4
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912 _aZDB-2-SXCS
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