WAVELET METHODS IN MATHEMATICAL ANALYSIS AND ENGINEERING: 14 (Series in Contemporary Applied Mathematics) - Hardcover

DAMLAMIAN ALAIN & JAFFARD STEPHANE

 
9789814322867: WAVELET METHODS IN MATHEMATICAL ANALYSIS AND ENGINEERING: 14 (Series in Contemporary Applied Mathematics)
Hardcover
ISBN 10: 9814322865 ISBN 13: 9789814322867
Publisher: World Scientific Press/HEP, 2010

Synopsis

This book gives a comprehensive overview of both the fundamentals of wavelet analysis and related tools, and of the most active recent developments towards applications. It offers a state-of-the-art in several active areas of research where wavelet ideas, or more generally multiresolution ideas have proved particularly effective.

The main applications covered are in the numerical analysis of PDEs, and signal and image processing. Recently introduced techniques such as Empirical Mode Decomposition (EMD) and new trends in the recovery of missing data, such as compressed sensing, are also presented. Applications range for the reconstruction of noisy or blurred images, pattern and face recognition, to nonlinear approximation in strongly anisotropic contexts, and to the classification tools based on multifractal analysis.

"synopsis" may belong to another edition of this title.

From the Back Cover

This book gives a comprehensive overview of both the fundamentals of wavelet analysis and related tools, and of the most active recent developments towards applications. It offers a state-of-the-art in several active areas of research where wavelet ideas, or more generally multiresolution ideas have proved particularly effective.

The main applications covered are in the numerical analysis of PDEs, and signal and image processing. Recently introduced techniques such as Empirical Mode Decomposition (EMD) and new trends in the recovery of missing data, such as compressed sensing, are also presented. Applications range for the reconstruction of noisy or blurred images, pattern and face recognition, to nonlinear approximation in strongly anisotropic contexts, and to the classification tools based on multifractal analysis.

"About this title" may belong to another edition of this title.

Publisher
World Scientific Press/HEP
Publication date
2010
Language
English
ISBN 10 
9814322865
ISBN 13 
9789814322867
Binding
Hardcover
Number of pages
188