Résumé
First appearing in the late 1980s, wavelets have developed rapidly, and their applications now reach from signal processing to numerical analysis, operator theory, and beyond. Among the generalizations of wavelets that have emerged, multiwavelets stand out because of their potential for short support and for their capability of being both symmetric and orthogonal. Some existing wavelet books have a short section covering multiwavelets, but to date, none offer a comprehensive treatment.
Pulling together information scattered throughout the literature of mathematics and engineering, Wavelets and Multiwavelets offers a full exposition of wavelet and multiwavelet theory. Maintaining the delicate balance between mathematical rigor and readability, the author presents the theory of classical wavelets and general m-band multiwavelets in parallel. This provides a more coherent approach and yields alternative proofs and new insights even for standard wavelets. MATLAB routines that allow you to implement and experiment with multiwavelet algorithms are available from the CRC Press Web site.
- Presents one of the first detailed studies of multiwavelets
- Includes a thorough, self-contained treatment of standard wavelets
- Provides MATLAB routines for developing and experimenting with multiwavelets on the Web at www.crcpress.com/e_products/downloads
- Balances theory and applications --valuable to engineers and scientists as well as mathematicians
Contents
- Scalar Wavelets
- Basic Theory
- Practical Computation
- Creating Wavelets
- Applications
- Existence and Regularity
- Multiwavelets
- Basic Theory
- Practical Computation
- Two-scale Similarity Transforms
- Factorizations of Polyphase Matrices
- Creating Multiwavelets
- Existence and Regularity
- A Standard Wavelets
- B Mathematical Background
- C Computer Resources
- References
- Index
L'auteur - Fritz Keinert
Iowa State University, Iowa, USA
Caractéristiques techniques
PAPIER | |
Éditeur(s) | Chapman and Hall / CRC |
Auteur(s) | Fritz Keinert |
Parution | 03/12/2003 |
Nb. de pages | 276 |
Format | 16 x 24 |
Couverture | Relié |
Poids | 550g |
Intérieur | Noir et Blanc |
EAN13 | 9781584883043 |
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