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May 05, 2024
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2011-2013 Catalog (without addenda) [ARCHIVED CATALOG]
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EL 7163 Wavelet Transforms and Filter Banks3 Credits
Orthogonal and biorthogonal wavelet bases on the real line. Scaling functions and the dilation equation. Construction of Daubechies wavelet bases. Mallat’s algorithm. Digital filter banks and the discrete wavelet transform. Two-dimensional wavelet transform and applications to image processing. Wavelet-based noise reduction. Lattice and lifting structures for implementation of filter banks. Expansive (over-complete) transforms. Additional applications. Students are required to complete a project and give an oral presentation. Regular computer- based exercises are given.
Prerequisite(s): EL 7133 .
Weekly Lecture Hours: 3 | Weekly Lab Hours: 0 | Weekly Recitation Hours: 0
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