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Efficient Algorithms for Global Optimisation Methods in Computer Vision (Dagstuhl Seminar 11471)

Authors: Andrés Bruhn, Thomas Pock, and Xue-Cheng Tai

Published in: Dagstuhl Reports, Volume 1, Issue 11 (2012)

Abstract

This report documents the program and the results of Dagstuhl Seminar 11471 Efficient Algorithms for Global Optimisation Methods in Computer Vision, taking place November 20-25 in 2011. The focus of the seminar was to discuss the design of efficient computer vision algorithms based on global optimisation methods in the context of the entire design pipeline. Since there is no such conference that deals with all aspects of the design process -- modelling, mathematical analysis, numerical solvers, and parallelisation -- the seminar aimed at bringing together researchers from computer science and mathematics covering all four fields.

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Andrés Bruhn, Thomas Pock, and Xue-Cheng Tai. Efficient Algorithms for Global Optimisation Methods in Computer Vision (Dagstuhl Seminar 11471). In Dagstuhl Reports, Volume 1, Issue 11, pp. 66-90, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2012)

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@Article{bruhn_et_al:DagRep.1.11.66,
  author =	{Bruhn, Andr\'{e}s and Pock, Thomas and Tai, Xue-Cheng},
  title =	{{Efficient Algorithms for Global Optimisation Methods in Computer Vision (Dagstuhl Seminar 11471)}},
  pages =	{66--90},
  journal =	{Dagstuhl Reports},
  ISSN =	{2192-5283},
  year =	{2012},
  volume =	{1},
  number =	{11},
  editor =	{Bruhn, Andr\'{e}s and Pock, Thomas and Tai, Xue-Cheng},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/DagRep.1.11.66},
  URN =		{urn:nbn:de:0030-drops-33789},
  doi =		{10.4230/DagRep.1.11.66},
  annote =	{Keywords: Computer Vision, Modelling, Mathematical Foundations, Data Structures, Efficient Algorithms, Parallel Computing}
}

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Efficient Algorithms for Global Optimisation Methods in Computer Vision (Dagstuhl Seminar 11471)

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