
References that explain the algorithms are A new TwIST: two-step iterative shrinkage/thresholding algorithms for image restoration and Two-step algorithms for linear inverse problems with non-quadratic regularization" both by José Bioucas-Dias, Mário Figueiredo. MATLAB code is available here.
Source: Rice Compressed Sensing page.
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