This text explains how advances in wavelet analysis provide new
means for multiresolution analysis and describes its wide array of
powerful tools. The book covers such topics as: the variations of
the windowed Fourier transform; constructions of special waveforms
suitable for specific tasks; the use of redundant representations
in reconstruction and enhancement; applications of efficient
numerical compression as a tool for fast numerical analysis; and
approximation properties of various waveforms in different
contexts.
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