Optimization for Computer Vision, 9781447152828
Hardcover
This practical and authoritative text/reference presents a broad introduction to the optimization methods used specifically in computer vision. covers a range of techniques from classical iterative multidimensional optimization to cutting-edge topics of graph cuts and GPU-suited total variation-based optimization;

Optimization for Computer Vision

an introduction to core concepts and methods

$481.81

  • Hardcover

    257 pages

  • Release Date

    24 July 2013

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Summary

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 comprehen…

Book Details

ISBN-13:9781447152828
ISBN-10:1447152824
Author:Marco Alexander Treiber
Publisher:Springer London Ltd
Imprint:Springer London Ltd
Format:Hardcover
Number of Pages:257
Edition:2013th
Release Date:24 July 2013
Weight:5.82kg
Dimensions:235mm x 155mm
Series:Advances in Computer Vision and Pattern Recognition
What They're Saying

Critics Review

From the reviews:

From the reviews:

“The book is loosely structured around the different approaches to optimization within computer vision … . this is an impressive book that will prove useful for post-graduate and advanced undergraduate readers. The constant use of pseudocode and the grounding within applications and examples make this book suitable as both an introduction to the field as well as a reference text. … it is a useful and important work that I will certainly be using in the years to come.” (Harry Strange, Computing Reviews, April, 2014)

“The goal of this book is to provide a practical guide to optimization algorithms that are commonly used in computer vision applications. … the book very well suited for computer-vision practitioners who are interested in identifying the most appropriate algorithms for their optimization problems and in implementing these algorithms. … this book is a nice reference that can be used in combination with the most computer-vision textbooks and papers.” (Laurens van der Maaten, zbMATH, Vol. 1280, 2014)

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