Beyond Wavelets

Beyond Wavelets

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qBeyond Waveletsq presents state-of-the-art theories, methods, algorithms, and applications of mathematical extensions for classical wavelet analysis. Wavelets, introduced 20 years ago by Morlet and Grossmann and developed very rapidly during the 1980's and 1990's, has created a common link between computational mathematics and other disciplines of science and engineering. Classical wavelets have provided effective and efficient mathematical tools for time-frequency analysis which enhances and replaces the Fourier approach. However, with the current advances in science and technology, there is an immediate need to extend wavelet mathematical tools as well. qBeyond Waveletsq presents a list of ideas and mathematical foundations for such extensions, including: continuous and digital ridgelets, brushlets, steerable wavelet packets, contourlets, eno-wavelets, spline-wavelet frames, and quasi-affine wavelets. Wavelet subband algorithms are extended to pyramidal directional and nonuniform filter banks. In addition, this volume includes a method for tomographic reconstruction using a mechanical image model and a statistical study for independent adaptive signal representation. Investigators already familiar with wavelet methods from areas such as engineering, statistics, and mathematics will benefit by owning this volume. *Curvelets, Contourlets, Ridgelets, *Digital Implementation of Ridgelet Packets *Steerable Wavelet Packets *Essentially Non-Oscillatory Wavelets *Medical Imaging *Non-Uniform Filter Banks *Spline-wavelet frames and *Vanishing Moment Recovery Functions[19] [20] [21] [22] [23] [24] [33] [34] [35] [36] [37] [38] [39] [40] [41] P. Claypoole, G. Davis, W. Sweldens and R. Baraniuk, Nonlinear Wavelet Transforms for Image Coding, Correspond. ... A. Harten, B. Engquist, S. Osher and S. Chakravarthy, Uniformly High Order Essentially Non-Oscillatory Schemes, III, ... S. Mallat, A Theory of Multiresolution Signal Decomposition: The Wavelet Representation, IEEE Trans.

Title:Beyond Wavelets
Author:Grant Welland
Publisher:Academic Press - 2003-12-11


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