Stable Recovery with Analysis Decomposable Priors
Langue
en
Communication dans un congrès
Ce document a été publié dans
SPARS 2013, SPARS 2013, SPARS 2013, 2013-07, Lausanne. 2013p. 1 pp
Résumé en anglais
In this paper, we investigate in a unified way the structural properties of solutions to inverse problems regularized by the generic class of semi-norms defined as a decomposable norm composed with a linear operator, the ...Lire la suite >
In this paper, we investigate in a unified way the structural properties of solutions to inverse problems regularized by the generic class of semi-norms defined as a decomposable norm composed with a linear operator, the so-called analysis decomposable prior. This encompasses several well-known analysis-type regularizations such as the discrete total variation, analysis group-Lasso or the nuclear norm. Our main results establish sufficient conditions under which uniqueness and stability to a bounded noise of the regularized solution are guaranteed.< Réduire
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