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README.md

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+This folder contains implementations and re-implementations of some image restoration algorithms using mainly the
+popular Alternating Direction Methods of Multipliers (ADMM).
+
 Some of the codes included are:
 
 1. Split Bregman Total Variation Denoising/Deblurring of Image
 2. ALM/ADMM Total Variation Denoising/Deblurring of Image
 3. Non-convex Lp-norm (0 < p <1) Total Variation Deblurring using ADMM/ALM and IRL1 (Iterative Reweighted L1).
 4. Second Order ALM/ADMM Total Variation Denoising/Deblurring (TV image restoration using the 2nd Order Derivative operator). 
+5. Robust Principal Componant Analysis (RPCA) for sparse noise restoration (impulse noise).
+6. The state-of-the-art L0-TV by Yuan and Ghanem for impulse noise restoration (using pure ADMM).