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Pattern Theory 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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David Mumford 作者

A K Peters/CRC Press

译者

2010-8-15 出版日期

375 页数

USD 79.95 价格

Hardcover

丛书系列

9781568815794 图书编码

Pattern Theory 在线电子书图书标签: 应用数学 pattern-theory pattern David_Mumford 英國法國歐洲機器學習

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Pattern Theory 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Pattern Theory 在线电子书图书描述

This book is an introduction to pattern theory, the theory behind the task of analyzing types of signals that the real world presents to us. It deals with generating mathematical models of the patterns in those signals and algorithms for analyzing the data based on these models. It exemplifies the view of applied mathematics as starting with a collection of problems from some area of science and then seeking the appropriate mathematics for clarifying the experimental data and the underlying processes of producing these data. An emphasis is placed on finding the mathematical and, where needed, computational tools needed to reach those goals, actively involving the reader in this process. Among other examples and problems, the following areas are treated: music as a realvalued function of continuous time, character recognition, the decomposition of an image into regions with distinct colors and textures, facial recognition, and scaling effects present in natural images caused by their statistical selfsimilarity.

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