Wavelets And Filter Banks by Gilbert Strang
This book introduces the mathematical foundations and practical design of wavelets and discrete filter banks, covering multiresolution analysis, scaling functions, orthogonal and biorthogonal wavelet constructions, and the theory of perfect reconstruction. It develops fast algorithms for decomposition and reconstruction (including Mallat’s algorithm and the lifting scheme), explains filter design and implementation issues, and connects the theory to applications in signal and image processing such as compression and denoising, with examples and exercises for both theory and practice.
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- Published
- 1996
- Nationality
- American
- Length
- Unknown
- Pages
- Unknown
- Original Language
- English
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