Introduction to Wavelets and Principal Components Analysis

Name: Introduction to Wavelets and Principal Components Analysis
Brand: VDM Verlag
SKU: 9783639107289
Price: 59.86 EUR
Availability: InStock

Автор: Sol Neeman

Език:

Корици: С меки корици

Издател: VDM Verlag

Наличност: Външен склад

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

Информация за книгата

Автор

Sol Neeman

Език

Английски език

Корици

Книга - С меки корици

Издадена

2008

страници

144

EAN

9783639107289

ISBN

3639107284

Enbook ID

06819672

Издател

VDM Verlag

Теглоt

200

Размери

152 x 229 x 8

Пълно описание

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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