Wavelets and Filter Banks
by Strang, G. & Nguyen, T.Format: Hardcover
Pub. Date: 1996-01-01
Publisher(s): SOCIETY FOR INDUSTRIAL
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Summary
This book explains wavelets to both engineers and mathematicians. It approaches the subject with a major emphasis on the filter structures attached to wavelets. Those filters are the key to algorithmic efficiency and they are well developed throughout signal processing. Now they make possible major achievements in data analysis and compression. The explanations of difficult topics are direct, rigorous and very approachable. Many practical applications are discussed. The book is ideal as an introduction to the principles of wavelets and as a reference for the analysis and applications. Also included in Wavelets and Filter Banks are many examples to make effective use of the MATLAB Wavelet Toolbox.
Table of Contents
| Introduction | |
| Filters | |
| Downsampling and upsampling | |
| Filter banks | |
| Orthogonal filter banks | |
| Multiresolution | |
| Wavelet theory | |
| Finite length signals | |
| M-channel filter banks | |
| Design methods | |
| Applications | |
| The discrete cosine transform | |
| The lifting scheme | |
| Block transforms in image coding | |
| Table of Contents provided by Publisher. All Rights Reserved. |
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