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Optimization for Computer Vision

计算机科学 iteblog 88℃ 0评论

关注 过往记忆大数据 微信公众号,回复 4277 获取本书下载地址。

子标题:An Introduction to Core Concepts and Methods (Advances in Computer Vision and Pattern Recognition)

Optimization for Computer Vision
作者:
Marco Alexander Treiber
ISBN-10:
1447152824
出版年份:
2013
页数:
257
语言:
English
文件大小:
7.02 MB
文件格式:
PDF

图书描述

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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