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Optimization for Computer Vision on Hardback by Marco Alexander Treiber
Optimization for Computer Vision on Hardback by Marco Alexander Treiber
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Optimization for Computer Vision

An Introduction to Core Concepts and Methods
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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.
Release date NZ
July 24th, 2013
Audience
  • Professional & Vocational
Illustrations
93 Illustrations, color; 14 Illustrations, black and white; XI, 257 p. 107 illus., 93 illus. in color.
Pages
257
Dimensions
155x235x20
ISBN-13
9781447152828
Product ID
21401279

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