Multiscale Modeling Beyond Wavelets

Name: Multiscale Modeling Beyond Wavelets
Brand: Springer, Berlin
SKU: 9781461440680
Price: 2501 CZK
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Autor: Xiaoping Shen, Gilbert G. Walter

Jazyk:

Vazba: Pevná

Vydavatel: Springer, Berlin

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The book is an introduction to the methods that deal with problems raised in using multiscale mathem...

Informace o knize

Autor

Xiaoping Shen, Gilbert G. Walter

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2012

Stránek

270

EAN

9781461440680

Enbook ID

01427923

Vydavatel

Springer, Berlin

Rozměry

155 x 235

Kompletní popis

The book is an introduction to the methods that deal with problems raised in using multiscale mathematical/statistical models such as wavelets and other multiscale systems. Special emphasis is given to the applications in filter design, sampling and nonparametric statistical methods for signal modeling, detection and recovering as well as learning and prediction. Applications of these methods notably to signal distortion treatment (Gibbs phenomenon), misisng sample identification, pattern recognition and maching learning problems are discussed and illustrated by examples. Both continuous and sampled (digitized) signals are considered.§These methods are in contrast to more traditional methods involving mainly Fourier series withwhich they will also be compared. These multiscale methods have better localization properties, but also avoid excessive oscillations often encountered inboth signal and image analysis.

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Multiscale Modeling Beyond Wavelets

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Kompletní popis

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