Wavelets and Filter Banks

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Gilbert Strang, Truong NguyenWellesley-Cambridge PressEdition: 2, 10/1/1996EAN 9780961408879, ISBN10: 0961408871Hardcover, 500 pages, 26.2 x 18.4 x 3 cmLanguage: EnglishThis book e xplains 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.1. Introduction2. Filters3. Downsampling and upsampling4. Filter banks5. Orthogonal filter banks6. Multiresolution7. Wavelet theory8. Finite length signals9. M-channel filter banks10. Design methods11. ApplicationsThe discrete cosine transformThe lifting schemeBlock transforms in image coding. Show more