ECE 513 Textbooks and Useful Links

Text

• Chapter 1
• Chapter 2
• Chapter 3
• Chapter 4
• Chapter 5
• Chapter 6
• Chapter 7
• Chapter 8
• Chapter 9
• Chapter 10

Supplementary Readings

• Shun-ichi Amari and Hiroshi Nagaoka, Methods of Information Geometry,
  • Chapter 1
  • Chapter 2
• G.L. Nemhauser, L.A. Wolsey and M.L. Fisher, An Analysis of Approximations for Maximizing Submodular Set Functions I, Mathematical Programming 14 (1978) 265-294
• Y.C. Pati, R. Rezaiifar and P.S. Krishnapras, Orthogonal Matching Pursuit: Recursive Function Approximation with Applications to Wavelet Decomposition, Proceedings of ASILOMAR 1993, 40-44
• L. Donoho and Michael Elad, Optimally sparse representation in general (nonorthogonal) dictionaries via L1 minimization, PNAS 100(2):2197-2202, 2003

Recommended Text

• Singular Value Decomposition, Eigenfaces, and 3D Reconstructions by Muller, Magaia, and Herbst, in SIAM Review, Vol. 46, No. 3.
• Sparse and Redundant Representation: From Theory to Applications in Signal and Image Processing by Michael Elad, Springer, 2010.
• Signal Processing: Foundations by Martin Vetterli, Jelena Kovacevic, and Vivek K Goyal, 2012.
• Signal Processing: Fourier and Wavelet Representations by Martin Vetterli, Jelena Kovacevic, and Vivek K Goyal, 2012.