Pattern Theory 2024 pdf epub mobi 电子书

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发表于2024-11-23

Pattern Theory 2024 pdf epub mobi 电子书

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出版者:A K Peters/CRC Press

作者:David Mumford

出品人:

页数:375

译者:

出版时间:2010-8-15

价格:USD 79.95

装帧:Hardcover

isbn号码:9781568815794

丛书系列:

图书标签: 应用数学 pattern-theory pattern David_Mumford 英國法國歐洲機器學習

Pattern Theory 2024 pdf epub mobi 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.

Pattern Theory 2024 pdf epub mobi 电子书

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