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

Authors Andrés Bruhn, Thomas Pock, Xue-Cheng Tai and all authors of the abstracts in this report



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Andrés Bruhn
Thomas Pock
Xue-Cheng Tai
and all authors of the abstracts in this report

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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)
https://doi.org/10.4230/DagRep.1.11.66

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.
Keywords
  • Computer Vision
  • Modelling
  • Mathematical Foundations
  • Data Structures
  • Efficient Algorithms
  • Parallel Computing

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