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 and wavelet theory, assuming only a familiarity with elementary linear algebra. No background in signal processing is needed. Additionally, the book demonstrates in detail why linear algebra is often the best way to go. Those with only a signal processing background are also introduced to the world of linear algebra, although a full course is recommended.The book comes in two versions: one based on MATLAB, and one on Python, demonstrating the feasibility and applications of both approaches. Most of the code is available interactively. The applications mainly involve sound and images. The book also includes a rich set of exercises, many of which are of a computational nature.
Название: Linear Algebra, Signal Processing, and Wavelets - A Unified ISBN: 3030018113 ISBN-13(EAN): 9783030018115 Издательство: Springer Рейтинг: Цена: 65210.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: 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 and wavelet theory, assuming only a familiarity with elementary linear algebra. No background in signal processing is needed. Additionally, the book demonstrates in detail why linear algebra is often the best way to go. Those with only a signal processing background are also introduced to the world of linear algebra, although a full course is recommended.The book comes in two versions: one based on MATLAB, and one on Python, demonstrating the feasibility and applications of both approaches. Most of the MATLAB code is available interactively. The applications mainly involve sound and images. The book also includes a rich set of exercises, many of which are of a computational nature.
Автор: Sabrine Arfaoui, Imen Rezgui, Anouar Ben Mabrouk Название: Wavelet Analysis on the Sphere: Spheroidal Wavelets ISBN: 311048109X ISBN-13(EAN): 9783110481099 Издательство: Walter de Gruyter Рейтинг: Цена: 123910.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
This monograph is concerned with wavelet harmonic analysis on the sphere. By starting with orthogonal polynomials and functional Hilbert spaces on the sphere, the foundations are laid for the study of spherical harmonics such as zonal functions. The book also discusses the construction of wavelet bases using special functions, especially Bessel, Hermite, Tchebychev, and Gegenbauer polynomials.
Contents Review of orthogonal polynomials Homogenous polynomials and spherical harmonics Review of special functions Spheroidal-type wavelets Some applications Some applications
Автор: Houman Owhadi, Clint Scovel Название: Operator-Adapted Wavelets, Fast Solvers, and Numerical Homogenization: From a Game Theoretic Approach to Numerical Approximation and Algorithm Design ISBN: 1108484360 ISBN-13(EAN): 9781108484367 Издательство: Cambridge Academ Рейтинг: Цена: 155230.00 T Наличие на складе: Невозможна поставка. Описание: This book, meant for graduate students and researchers, explores the connections between numerical approximation and statistical inference from a game and decision theoretic perspective, and illustrates these interplays by addressing problems related to numerical homogenization, operator adapted wavelets, and fast solvers.
Автор: Ingrid Daubechies Название: Different Perspectives on Wavelets ISBN: 1470429209 ISBN-13(EAN): 9781470429201 Издательство: Mare Nostrum (Eurospan) Рейтинг: Цена: 104500.00 T Наличие на складе: Невозможна поставка. Описание: The wavelet transform can be seen as a synthesis of ideas that have emerged since the 1960s in mathematics, physics, and electrical engineering. The basic idea is to use a family of ``building blocks'' to represent in an efficient way the object at hand, be it a function, an operator, a signal, or an image. The building blocks themselves come in different ``sizes'' which can describe different features with different resolutions. The papers in this book attempt to give some theoretical and technical shape to this intuitive picture of wavelets and their uses. The papers collected here were prepared for an AMS Short Course on Wavelets and Applications, held at the Joint Mathematics Meetings in San Antonio in January 1993. Here readers will find general background on wavelets as well as more detailed views of specific techniques and applications. With contributions by some of the top experts in the field, this book provides an excellent introduction to this important and growing area of research.
Автор: Albert Boggess, Francis J. Narcowich Название: A First Course in Wavelets with Fourier Analysis, 2nd Edition ISBN: 0470431172 ISBN-13(EAN): 9780470431177 Издательство: Wiley Рейтинг: Цена: 113990.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Presenting the subject from the point of view of signal analysis, A First Course in Wavelets with Fourier Analysis, 2nd Edition provides a self-contained mathematical treatment of the subject that is accessible to a broad audience.
Автор: A.A. Petrosian; F.G. Meyer Название: Wavelets in Signal and Image Analysis ISBN: 9048158389 ISBN-13(EAN): 9789048158386 Издательство: Springer Рейтинг: Цена: 113180.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Despite their novelty, wavelets have a tremendous impact on a number of modern scientific disciplines, particularly on signal and image analysis.
Автор: A.A. Petrosian; F.G. Meyer Название: Wavelets in Signal and Image Analysis ISBN: 1402000537 ISBN-13(EAN): 9781402000539 Издательство: Springer Рейтинг: Цена: 130610.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This text examines the practical applications of wavelet theory. It combines research in the rapidly-developing wavelet theory with ideas from practical signal and image analysis fields. Subjects dealt with include wavelet theory and its specific application in diverse fields.
Автор: Velho Luiz Название: From Fourier Analysis to Wavelets ISBN: 3319220748 ISBN-13(EAN): 9783319220741 Издательство: Springer Рейтинг: Цена: 79190.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: 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.
Автор: Anthony Teolis Название: Computational Signal Processing with Wavelets ISBN: 1461286727 ISBN-13(EAN): 9781461286721 Издательство: Springer Рейтинг: Цена: 102480.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Overview For over a decade now, wavelets have been and continue to be an evolving subject of intense interest. A great deal of exposition is given in the beginning chapters and is meant to give the reader a firm understanding of the basics of the discrete and continuous wavelet transforms and their relationship.
Автор: Jonas Gomes; Luiz Velho Название: From Fourier Analysis to Wavelets ISBN: 3319370227 ISBN-13(EAN): 9783319370224 Издательство: Springer Рейтинг: Цена: 65210.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: 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.
Автор: J?ran Bergh; M. Stern; Fredrik Ekstedt; Martin Lin Название: Wavelets mit Anwendungen in Signal- und Bildverarbeitung ISBN: 3540490116 ISBN-13(EAN): 9783540490111 Издательство: Springer Рейтинг: Цена: 20020.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Korrekte, schnelle EinfГЇВїВЅhrung in Form einer gelungenen Kombination aus Monografie und Handbuch. Sie spricht Leser an, die sich mit den grundlegenden mathematischen Ideen und Techniken vertraut machen und zugleich wissen mГЇВїВЅchten, wie die Theorie angewendet wird...
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