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From Fourier Analysis to Wavelets

Record Type:	Language materials, printed : Monograph/item
Title/Author:	From Fourier Analysis to Wavelets/ by Jonas Gomes, Luiz Velho.
Author:	Gomes, Jonas.
other author:	Velho, Luiz.
Description:	XIII, 210 p. 77 illus.online resource. :
Contained By:	Springer Nature eBook
Subject:	Fourier analysis. -
Online resource:	https://doi.org/10.1007/978-3-319-22075-8
ISBN:	9783319220758

From Fourier Analysis to Wavelets
Gomes, Jonas.

From Fourier Analysis to Wavelets[electronic resource] /by Jonas Gomes, Luiz Velho. - 1st ed. 2015. - XIII, 210 p. 77 illus.online resource. - IMPA Monographs ;3. - IMPA Monographs ;3.

Introduction -- Function Representation and Reconstruction -- The Fourier Transform -- Windowed Fourier Transform -- The Wavelet Transform -- Multiresolution Representation -- The Fast Wavelet Transform -- Filter Banks and Multiresolution -- Constructing Wavelets -- Wavelet Design -- Orthogonal Wavelets -- Biorthogonal Wavelets -- Directions and Guidelines -- Appendices.

This text introduces the basic concepts of function spaces and operators, both from the continuous and discrete viewpoints. Fourier and Window Fourier Transforms are introduced and used as a guide to arrive at the concept of Wavelet transform. The fundamental aspects of multiresolution representation, and its importance to function discretization and to the construction of wavelets is also discussed. Emphasis is given on ideas and intuition, avoiding the heavy computations which are usually involved in the study of wavelets. Readers should have a basic knowledge of linear algebra, calculus, and some familiarity with complex analysis. Basic knowledge of signal and image processing is desirable. This text originated from a set of notes in Portuguese that the authors wrote for a wavelet course on the Brazilian Mathematical Colloquium in 1997 at IMPA, Rio de Janeiro.

ISBN: 9783319220758

Standard No.: 10.1007/978-3-319-22075-8doiSubjects--Topical Terms:

639284
Fourier analysis.

LC Class. No.: QA403.5-404.5

Dewey Class. No.: 515.2433

From Fourier Analysis to Wavelets
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