Articles, books to read 20-26 Feb 2012

1. The analysis (Co-)Sparse Model (Analysis_MIA_2012.pptx) YES
2. Structured Compressed Sensing: From Theory to Applications
3. Sparsity Equivalence of Anisotropic Decompositions
4. http://users.ece.gatech.edu/~justin/ECE-8823a-Spring-2011/Course_Notes.html
5. Sparse models in machine learning
6. compressive imagers
7. analog to information converter
8. computational photography
9. Generalized sparsity in high-dimensional geometries
10. http://cam.mathlab.stthomas.edu/wavelets/ima2011workshop.php
11. Denoising by higher order statistics
12. http://www.ceremade.dauphine.fr/~peyre/mspc/mspc-mia-12/
13. http://fourierandwavelets.org/more.php
14. Fourier and Wavelet Signal Processing
15. CRM-Mallat-Course1, 2 , 3 , 4
16. Compressed sensing cs-tutorial-ITA-feb08-complete
17. low-rank approximation using the SVD and total least
18. the Kalman filter
19. changing the sampling rate digitally
20. the Shannon and Haar filter banks
21. linear vector spaces and bases
22. Shannon and Haar wavelet bases
23. wavelets and filter banks
24. examples of linear inverse problems
25. the SVD and the least-squares problem
26. structured systems: circulant, Toeplitz, and identity+low-rank
27. http://users.ece.gatech.edu/mcclella/SPFirst/LectureSlides/SPFirstLectureSlides.html
28. Convex optimization http://videolectures.net/mlss2011_vandenberghe_convex/
29. K-SVD Dictionary Learning
30. Synthesis Sparse Model
31. redundant representation model
32. Analysis Dictionary Learning
33. Matrix completion
34. Denoising and linear inverse problem
35. A Primer on WAVELETS and Their Scientific Applications 2nd Ed