Efficient Algorithms for Global Optimization Methods in Computer Vision [electronic resource] : International Dagstuhl Seminar, Dagstuhl Castle, Germany, November 20-25, 2011, Revised Selected Papers / edited by Andr�es Bruhn, Thomas Pock, Xue-Cheng Tai.
Contributor(s): Bruhn, Andr�es [editor.] | Pock, Thomas [editor.] | Tai, Xue-Cheng [editor.] | SpringerLink (Online service).
Material type:
BookSeries: Lecture Notes in Computer Science: 8293Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2014Description: VII, 175 p. 128 illus. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783642547744.Subject(s): Computer science | Algorithms | Numerical analysis | Image processing | Computer Science | Image Processing and Computer Vision | Algorithm Analysis and Problem Complexity | Numeric Computing | Computer Science, generalAdditional physical formats: Printed edition:: No titleDDC classification: 006.6 | 006.37 Online resources: Click here to access online 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.
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