Efficient Algorithms for Global Optimization Methods in Computer Vision

Released on by Andrés Bruhn
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  • Efficient Algorithms for Global Optimization Methods in Computer Vision Book Detail

  • Author : Andrés Bruhn
  • Release Date : 2014-04-01
  • Publisher : Springer
  • Genre : Computers
  • Pages : 180
  • ISBN 13 : 3642547745
  • File Size : 18,18 MB
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Efficient Algorithms for Global Optimization Methods in Computer Vision by Andrés Bruhn PDF Summary

Book Description: 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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Global Optimization

Global Optimization

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This volume contains a thorough overview of the rapidly growing field of global optimization, with chapters on key topics such as complexity, heuristic methods,