A Wavelet Tour of Signal Processing

This book is intended to serve as an invaluable reference for anyone concerned with the application of wavelets to signal processing. It has evolved from material used to teach "wavelet signal processing" courses in electrical engineering departments at Massachusetts Institute of Technology and Tel Aviv University, as well as applied mathematics departments at the Courant Institute of New York University and École Polytechnique in Paris. Provides a broad perspective on the principles and applications of transient signal processing with wavelets Emphasizes intuitive understanding, while providing the mathematical foundations and description of fast algorithms Numerous examples of real applications to noise removal, deconvolution, audio and image compression, singularity and edge detection, multifractal analysis, and time-varying frequency measurements Algorithms and numerical examples are implemented in Wavelab, which is a Matlab toolbox freely available over the Internet Content is accessible on several level of complexity, depending on the individual reader's needs New to the Second Edition Optical flow calculation and video compression algorithms Image models with bounded variation functions Bayes and Minimax theories for signal estimation 200 pages rewritten and most illustrations redrawn More problems and topics for a graduate course in wavelet signal processing, in engineering and applied mathematics

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  • Author : Stephane Mallat
  • Publisher : Elsevier
  • Pages : 620 pages
  • ISBN : 9780080520834
  • Rating : 5/5 from 2 reviews
CLICK HERE TO GET THIS BOOKA Wavelet Tour of Signal Processing

A Wavelet Tour of Signal Processing

A Wavelet Tour of Signal Processing
  • Author : Stephane Mallat
  • Publisher : Elsevier
  • Release : 14 September 1999
GET THIS BOOKA Wavelet Tour of Signal Processing

This book is intended to serve as an invaluable reference for anyone concerned with the application of wavelets to signal processing. It has evolved from material used to teach "wavelet signal processing" courses in electrical engineering departments at Massachusetts Institute of Technology and Tel Aviv University, as well as applied mathematics departments at the Courant Institute of New York University and École Polytechnique in Paris. Provides a broad perspective on the principles and applications of transient signal processing with wavelets

A Wavelet Tour of Signal Processing

A Wavelet Tour of Signal Processing
  • Author : Stephane Mallat
  • Publisher : Academic Press
  • Release : 18 December 2008
GET THIS BOOKA Wavelet Tour of Signal Processing

Mallat's book is the undisputed reference in this field - it is the only one that covers the essential material in such breadth and depth. - Laurent Demanet, Stanford University The new edition of this classic book gives all the major concepts, techniques and applications of sparse representation, reflecting the key role the subject plays in today's signal processing. The book clearly presents the standard representations with Fourier, wavelet and time-frequency transforms, and the construction of orthogonal bases with fast

A Friendly Guide to Wavelets

A Friendly Guide to Wavelets
  • Author : Gerald Kaiser
  • Publisher : Springer Science & Business Media
  • Release : 03 November 2010
GET THIS BOOKA Friendly Guide to Wavelets

This volume is designed as a textbook for an introductory course on wavelet analysis and time-frequency analysis aimed at graduate students or advanced undergraduates in science and engineering. It can also be used as a self-study or reference book by practicing researchers in signal analysis and related areas. Since the expected audience is not presumed to have a high level of mathematical background, much of the needed analytical machinery is developed from the beginning. The only prerequisites for the first

Linear Algebra, Signal Processing, and Wavelets - A Unified Approach

Linear Algebra, Signal Processing, and Wavelets - A Unified Approach
  • Author : Øyvind Ryan
  • Publisher : Springer
  • Release : 05 March 2019
GET THIS BOOKLinear Algebra, Signal Processing, and Wavelets - A Unified Approach

This book offers a user friendly, hands-on, and systematic introduction to applied and computational harmonic analysis: to Fourier analysis, signal processing and wavelets; and to their interplay and applications. The approach is novel, and the book can be used in undergraduate courses, for example, following a first course in linear algebra, but is also suitable for use in graduate level courses. The book will benefit anyone with a basic background in linear algebra. It defines fundamental concepts in signal processing

An Introduction to Wavelet Analysis

An Introduction to Wavelet Analysis
  • Author : David F. Walnut
  • Publisher : Springer Science & Business Media
  • Release : 11 December 2013
GET THIS BOOKAn Introduction to Wavelet Analysis

This book provides a comprehensive presentation of the conceptual basis of wavelet analysis, including the construction and analysis of wavelet bases. It motivates the central ideas of wavelet theory by offering a detailed exposition of the Haar series, then shows how a more abstract approach allows readers to generalize and improve upon the Haar series. It then presents a number of variations and extensions of Haar construction.

The Illustrated Wavelet Transform Handbook

The Illustrated Wavelet Transform Handbook
  • Author : Paul S. Addison
  • Publisher : CRC Press
  • Release : 06 January 2017
GET THIS BOOKThe Illustrated Wavelet Transform Handbook

This second edition of The Illustrated Wavelet Transform Handbook: Introductory Theory and Applications in Science, Engineering, Medicine and Finance has been fully updated and revised to reflect recent developments in the theory and practical applications of wavelet transform methods. The book is designed specifically for the applied reader in science, engineering, medicine and finance. Newcomers to the subject will find an accessible and clear account of the theory of continuous and discrete wavelet transforms, while readers already acquainted with wavelets

A First Course on Wavelets

A First Course on Wavelets
  • Author : Eugenio Hernandez,Guido Weiss
  • Publisher : CRC Press
  • Release : 12 September 1996
GET THIS BOOKA First Course on Wavelets

Wavelet theory had its origin in quantum field theory, signal analysis, and function space theory. In these areas wavelet-like algorithms replace the classical Fourier-type expansion of a function. This unique new book is an excellent introduction to the basic properties of wavelets, from background math to powerful applications. The authors provide elementary methods for constructing wavelets, and illustrate several new classes of wavelets. The text begins with a description of local sine and cosine bases that have been shown to

Ten Lectures on Wavelets

Ten Lectures on Wavelets
  • Author : Ingrid Daubechies
  • Publisher : SIAM
  • Release : 01 January 1992
GET THIS BOOKTen Lectures on Wavelets

Wavelets are a mathematical development that may revolutionize the world of information storage and retrieval according to many experts. They are a fairly simple mathematical tool now being applied to the compression of data--such as fingerprints, weather satellite photographs, and medical x-rays--that were previously thought to be impossible to condense without losing crucial details. This monograph contains 10 lectures presented by Dr. Daubechies as the principal speaker at the 1990 CBMS-NSF Conference on Wavelets and Applications. The author has worked on several

A First Course in Wavelets with Fourier Analysis

A First Course in Wavelets with Fourier Analysis
  • Author : Albert Boggess,Francis J. Narcowich
  • Publisher : John Wiley & Sons
  • Release : 21 August 2015
GET THIS BOOKA First Course in Wavelets with Fourier Analysis

A comprehensive, self-contained treatment of Fourier analysis and wavelets—now in a new edition Through expansive coverage and easy-to-follow explanations, A First Course in Wavelets with Fourier Analysis, Second Edition provides a self-contained mathematical treatment of Fourier analysis and wavelets, while uniquely presenting signal analysis applications and problems. Essential and fundamental ideas are presented in an effort to make the book accessible to a broad audience, and, in addition, their applications to signal processing are kept at an elementary level.

Wavelet Theory and Its Applications

Wavelet Theory and Its Applications
  • Author : Randy K. Young
  • Publisher : Springer Science & Business Media
  • Release : 06 December 2012
GET THIS BOOKWavelet Theory and Its Applications

The continuous wavelet transform has deep mathematical roots in the work of Alberto P. Calderon. His seminal paper on complex method of interpolation and intermediate spaces provided the main tool for describing function spaces and their approximation properties. The Calderon identities allow one to give integral representations of many natural operators by using simple pieces of such operators, which are more suited for analysis. These pieces, which are essentially spectral projections, can be chosen in clever ways and have proved

An Introduction to Scientific Computing

An Introduction to Scientific Computing
  • Author : Ionut Danaila,Pascal Joly,Sidi Mahmoud Kaber,Marie Postel
  • Publisher : Springer Science & Business Media
  • Release : 03 December 2007
GET THIS BOOKAn Introduction to Scientific Computing

This book demonstrates scientific computing by presenting twelve computational projects in several disciplines including Fluid Mechanics, Thermal Science, Computer Aided Design, Signal Processing and more. Each follows typical steps of scientific computing, from physical and mathematical description, to numerical formulation and programming and critical discussion of results. The text teaches practical methods not usually available in basic textbooks: numerical checking of accuracy, choice of boundary conditions, effective solving of linear systems, comparison to exact solutions and more. The final section

An Image Processing Tour of College Mathematics

An Image Processing Tour of College Mathematics
  • Author : Yevgeniy V. Galperin
  • Publisher : CRC Press
  • Release : 10 February 2021
GET THIS BOOKAn Image Processing Tour of College Mathematics

An Image Processing Tour of College Mathematics aims to provide meaningful context for reviewing key topics of the college mathematics curriculum, to help students gain confidence in using concepts and techniques of applied mathematics, to increase student awareness of recent developments in mathematical sciences, and to help students prepare for graduate studies. The topics covered include a library of elementary functions, basic concepts of descriptive statistics, probability distributions of functions of random variables, definitions and concepts behind first- and second-order