Refitting solutions promoted by ${\ell }_{12}$ sparse analysis regularization with block penalties

Charles-Alban Deledalle, Nicolas Papadakis, Joseph Salmon +1

In inverse problems, the use of an ${\ell }_{12}$ analysis regularizer induces a bias in the estimated solution. We propose a general refitting framework for removing this artifact wh…