Optimization for Computer Vision

Released on by Marco Alexander Treiber
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  • Optimization for Computer Vision Book Detail

  • Author : Marco Alexander Treiber
  • Release Date : 2013-07-12
  • Publisher : Springer Science & Business Media
  • Genre : Computers
  • Pages : 266
  • ISBN 13 : 1447152832
  • File Size : 82,82 MB
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Optimization for Computer Vision by Marco Alexander Treiber PDF Summary

Book Description: This practical and authoritative text/reference presents a broad introduction to the optimization methods used specifically in computer vision. In order to facilitate understanding, the presentation of the methods is supplemented by simple flow charts, followed by pseudocode implementations that reveal deeper insights into their mode of operation. These discussions are further supported by examples taken from important applications in computer vision. Topics and features: provides a comprehensive overview of computer vision-related optimization; covers a range of techniques from classical iterative multidimensional optimization to cutting-edge topics of graph cuts and GPU-suited total variation-based optimization; describes in detail the optimization methods employed in computer vision applications; illuminates key concepts with clearly written and step-by-step explanations; presents detailed information on implementation, including pseudocode for most methods.

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