HP Labs Technical Reports
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An Introduction to Wavelets
Barford, Lee A.; Fazzio, R. Shane; Smith, David R.
Abstract: The past ten years have seen an explosion of research in the theory of wavelets and their applications. Theoretical accomplishments include development of new bases for many different function spaces and the characterization of orthonormal wavelets with compact support. Applications span the fields of signal processing, image processing and compression, data compression, and quantum mechanics. At the present time however much of the literature remains highly mathematical, and understanding of wavelets and their potential uses. This paper thus seeks to provide an overview of the wavelet transform from an intuitive standpoint. Throughout the paper a signal processing frame of reference is adopted.
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