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Introduction to Wavelets and Principal Components Analysis

Language EnglishEnglish
Book Paperback
Book Introduction to Wavelets and Principal Components Analysis Sol Neeman
Libristo code: 06819672
Publishers VDM Verlag, November 2008
Wavelet analysis found to have a variety of §applications. While other transforms such as the DCT §m... Full description
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Wavelet analysis found to have a variety of §applications. While other transforms such as the DCT §may achieve a better compression ratio, their rule §of zeroing small coefficients is applied evenly and §globally while in wavelet analysis, the rule of §zeroing can be applied locally, preserving small §coefficients that account for important minute §features (such as in fingerprints).§Starting with an introduction to wavelet analysis §and some related concepts useful for classification §the book provides a coverage of the theory §and mathematical foundations of wavelets, the Best §Basis, the Joint Best Basis, Principal Component §Analysis and the Approximate PCA as well as the §application of these tools to derive feature vectors §for the classification of mammographic images.§This book will be useful as a reference text and §will benefit both the audience whose interest is at §the conceptual level, as it provides a qualitative §description of the underlying ideas of wavelet §theory and the audience who is interested also in §the theory and mathematical foundations of wavelet §analysis and its applications.

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About the book

Full name Introduction to Wavelets and Principal Components Analysis
Author Sol Neeman
Language English
Binding Book - Paperback
Date of issue 2008
Number of pages 144
EAN 9783639107289
ISBN 3639107284
Libristo code 06819672
Publishers VDM Verlag
Weight 200
Dimensions 152 x 229 x 8
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