Information (TM) Information (TM) ='CRLF'>
1. Sparse Representations
1.1 Computa tional Harmonic Analysis
1.1.1 Fourier Kingdom
1.1.2 Wavelet Bases
1.2 Approximation and Processing in Bases
1.2.1 Sampling with Linear Approximations
1.2.2 Sparse Non-linear Approximations
1.2.3 Compressi on
1.2.4 Denoising
1.3 Time-Frequency Dictio naries
1.3.1 Heisenberg Uncertainty
1.3.2 Wi ndowed Fourier Transform
1.3.3 Continuous Wavelet Transfor m
1.3.4 Time-Frequency Orthonormal Bases
1.4 Sparsity in Redundant Dictionaries
1.4.1 Frame Analysis a nd Synthesis
1.4.2 Ideal Dictionary Approximations
1.4.3 Pursuit in Dictionaries
1.5 Inverse Problems < BR id='CRLF'>1.5.1 Diagonal Inverse Estimation
1.5.2 Super -Resolution and Compressive Sensing
1.6 Travel Guide
2. Fourier Kingdom
2.1 Linear Time-I
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