Fundamental Papers in Wavelet Theory / / Christopher Heil, David F. Walnut.

This book traces the prehistory and initial development of wavelet theory, a discipline that has had a profound impact on mathematics, physics, and engineering. Interchanges between these fields during the last fifteen years have led to a number of advances in applications such as image compression,...

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Superior document:Title is part of eBook package: De Gruyter Princeton University Press eBook-Package Backlist 2000-2013
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Place / Publishing House:Princeton, NJ : : Princeton University Press, , [2009]
©2006
Year of Publication:2009
Edition:Course Book
Language:English
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Physical Description:1 online resource (912 p.)
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Table of Contents:
  • Frontmatter
  • Contents
  • Contributor Affiliations
  • Preface
  • Foreword
  • Introduction
  • Section I. Precursors in Signal Processing
  • Introduction
  • The Laplacian Pyramid as a Compact Image Code
  • Digital Coding of Speech in Sub-bands
  • Application of quadrature mirror filters to split-band voice coding schemes
  • Procedure for designing exact reconstruction filter banks for tree-structured subband coders
  • Filters for distortion-free two-band multirate filter banks
  • Filter banks allowing perfect reconstruction
  • Theory and design of M-channel maximally decimated quadrature mirror filters with arbitrary M, having the perfect-reconstruction property
  • SECTION II. Precursors in Physics: Affine Coherent States
  • Introduction
  • Continuous representation theory using the affine group
  • Decomposition of Hardy functions into square integrable wavelets of constant shape
  • Transforms associated to square integrable group representations I General results
  • Section III. Precursors in Mathematics: Early Wavelet Bases
  • Introduction
  • On the Theory of Orthogonal Function Systems
  • A set of continuous orthogonal functions
  • A modified Franklin system and higher-order spline systems on Rn as unconditional bases for Hardy spaces
  • Uncertainty Principle, Hilbert Bases and Algebras of Operators
  • Wavelets and Hilbert Bases
  • A block spin construction of Ondelettes. Part i: Lemarié Functions
  • SECTION IV. Precursors and Development in Mathematics: Atom and Frame Decompositions
  • Introduction
  • A Class of Nonharmonic Fourier Series
  • Extensions of Hardy Spaces and Their Use in Analysis
  • Painless Nonorthogonal Expansions
  • Decomposition of Besov Spaces
  • Banach Spaces Related to Integrable Group Representations and Their Atomic Decompositions, I
  • The Wavelet Transform, Time-Frequency Localization And Signal Analysis
  • Section V. Multiresolution Analysis
  • Introduction
  • A Theory for Multiresolution Signal Decomposition: The Wavelet Representation
  • Wavelets with Compact Support
  • Approximations and Wavelet Orthonormal Bases of L<Sup>2</Sup>(R)
  • Wavelets, Multiresolution Analysis, and Quadrature Mirror F
  • Tight frames of compactly supported affine wavelets
  • Orthonormal Bases of Compactly Supported Wavelets
  • SECTION VI. Multidimensional Wavelets
  • Introduction
  • Wavelets, Spline Functions, and Multiresolution Analysis
  • Multiscale Analyses and Wavelet Bases
  • Nonseparable multidimensional perfect reconstruction filter banks and wavelet bases for Rn
  • Multiresolution analysis, Haar bases and self-similar tilings of Rn
  • SECTION VII. Selected Applications
  • Introduction
  • Fast wavelet transforms and numerical algorithms
  • Compression of wavelet decompositions
  • Adapting to unknown smoothness by wavelet shrinkage
  • Hölder Exponents at Given Points and Wavelet Coefficients
  • Embedded image coding using zerotrees of wavelet coefficients