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About this book
Recently there has been intense research activity on the subject
of wavelet and subband theory. Experts in diverse fields such as
mathematics, physics, electrical engineering, and image processing
have provided original and pioneering works and results. But this
diversity, while rich and productive, has led to a sense of
fragmentation, especially to those new to the field and to
nonspecialists who are trying to understand the connections between
the different aspects of wavelet and subband theory.
`Wavelets and Subbands' is designed to present an understanding
of wavelets and their development from a continuous-domain
transformation to a frame representation and finally to
multiresolution analysis tools such as subband decomposition. The book
presents a theoretical understanding of the subject that is
intertwined with practical examples and applications of wavelets in
ultrasonic and biomedical domains. There is special emphasis on
applications in communications, compression, and image processing.
Topics and Features: * Provides an understanding of the link
between the continuous wavelet transform, the fast wavelet transform,
and subband decomposition * Algorithms and numerical examples are
implemented in MATLAB * Discusses the design of wavelet bases and
details how to implement the transform both in hardware and software *
Covers the fundamentals and the developments of the links between
areas such as time-frequency analysis, digital signal processing,
image processing, and Fourier and wavelet transform, both continuous
and discrete * Offers extended mathematical treatment and numerous
examples, with particular emphasis on the transition from the
continuous domain to multiresolution and subband decomposition.
The book is an essential text and reference for graduates,
researchers, and professionals in electrical engineering,
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Keywords
Table of contents (9 chapters)
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Front Matter
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Introduction
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Front Matter
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Fundamentals
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Front Matter
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Back Matter
Authors and Affiliations
Bibliographic Information
Book Title: Wavelets and Subbands
Book Subtitle: Fundamentals and Applications
Authors: Agostino Abbate, Casimer M. DeCusatis, Pankaj K. Das
Series Title: Applied and Numerical Harmonic Analysis
DOI: https://doi.org/10.1007/978-1-4612-0113-7
Publisher: Birkhäuser Boston, MA
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eBook Packages: Springer Book Archive
Copyright Information: Birkhéuser Boston 2002
Hardcover ISBN: 978-0-8176-4136-8Published: 01 January 2002
Softcover ISBN: 978-1-4612-6618-1Published: 23 October 2012
eBook ISBN: 978-1-4612-0113-7Published: 06 December 2012
Series ISSN: 2296-5009
Series E-ISSN: 2296-5017
Edition Number: 1
Number of Pages: XVII, 551
Topics: Computational Mathematics and Numerical Analysis, Fourier Analysis, Signal, Image and Speech Processing, Communications Engineering, Networks