A Primer on Wavelets and Their Scientific Applications
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Ingeniously relying on elementary algebra and just a smidgen of calculus, Professor Walker demonstrates how the underlying ideas behind wavelet analysis can be applied to solve significant problems in audio and image processing, as well in biology and medicine.
Nearly twice as long as the original, this new edition provides
104 worked examples and 222 exercises, constituting a veritable book of review material
Two sections on biorthogonal wavelets
A mini-course on image compression, including a tutorial on arithmetic compression
Extensive material on image denoising, featuring a rarely covered technique for removing isolated, randomly positioned clutter
Concise yet complete coverage of the fundamentals of time-frequency analysis, showcasing its application to audio denoising, and musical theory and synthesis
An introduction to the multiresolution principle, a new mathematical concept in musical theory
Expanded suggestions for research projects
An enhanced list of references
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