Introduction to Wavelets and Principal Components Analysis

Name: Introduction to Wavelets and Principal Components Analysis
Brand: VDM Verlag
SKU: 9783639107289
Price: 57.01 EUR
Availability: InStock

Autor: Sol Neeman

Jazyk:

Väzba: Brožovaná

Vydavateľ: VDM Verlag

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57.01 €

Wavelet analysis found to have a variety of §applications. While other transforms such as the DCT §m...

Informácie o knihe

Autor

Sol Neeman

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2008

Stránok

144

EAN

9783639107289

ISBN

3639107284

Enbook ID

06819672

Vydavateľ

VDM Verlag

Hmotnosť

200

Rozmery

152 x 229 x 8

Kompletný popis

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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Introduction to Wavelets and Principal Components Analysis

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