Michigan State University 3 credits Electrical and Computer Engineering
Basis functions. Orthonormal Signal Expansion. Short-Time Fourier Transform (STFT). Gabor Decomposition. Wigner Distribution. Cohen’s Class of Time-Frequency Distributions. Multiresolution Analysis. Discrete Wavelet Transform (DWT). Quadrature Mirror Filters (QMF). Biorthogonal Wavelets. Two-Dimensional Wavelets. Wavelet Packets. Overcomplete dictionaries and sparse representations. Applications in signal and image denoising and compression.
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