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Wavelet methods in mathematical analysis and engineering /
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...
| Clasificación: | Libro Electrónico |
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| Otros Autores: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Beijing : Singapore ; [Hackensack, N.J.] :
Higher Education Press ; World Scientific,
©2010.
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| Colección: | Series in contemporary applied mathematics ;
14. |
| Temas: | |
| Acceso en línea: | Texto completo |
| Sumario: | 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. |
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| Descripción Física: | 1 online resource (ix, 178 pages) : illustrations |
| Bibliografía: | Includes bibliographical references. |
| ISBN: | 9789814322867 9814322865 9789814322874 9814322873 9787894236296 7894236292 1283145065 9781283145060 9786613145062 6613145068 |