Numerical evaluation of sampling bounds for near-optimal reconstruction in compressed sensing

Abstract

In this paper, we propose an empirical review of the conditions under which the compressed sensing framework allows to achieve exact image reconstruction. After a short presentation of the theoretical results related to this subject, we investigate the relevance and the limits of these theoretical results through several numerical reconstructions of some… (More)
DOI: 10.1109/ICIP.2011.6116314

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