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引用次数: 8

摘要

这本关于进化图像分析和信号处理的书,除了庆祝自1999年以来唯一专门针对该主题的事件EvoIASP十周年之外,还为读者提供了一个全景视图,介绍了目前在计算机视觉,模式识别以及图像和信号处理中使用进化计算技术可以实现什么。它的章节主要由在最近的EvoIASP上发表的论文选集的扩展版本组成。这本书包括的例子跨越,相当统一,进化计算技术在这些应用中可能具有的整个角色范围,从表示用于调整或细化参数或组件的优化工具,到解决方案本身本质上是进化的情况。
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Evolutionary image analysis and signal processing
This book on Evolutionary Image Analysis and Signal Processing, besides celebrating ten years of EvoIASP, the only event specifically dedicated to this topic since 1999, offers readers a panoramic view of what can be presently achieved using Evolutionary Computation techniques in computer vision, pattern recognition, and image and signal processing. Its chapters mostly consist of extended versions of a selection of papers which were presented at recent editions of EvoIASP. The book includes examples which span, rather uniformly, the whole range of roles Evolutionary Computation techniques may have in such applications, from representing optimization tools used to tune or refine parameters or components of a mostly predefined solution up to situations where the solution itself is intrinsically evolutionary.
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