A note on sparse reconstruction methods
A note on sparse reconstruction methods
In this paper we discuss some aspects of sparse reconstruction techniques for inverse problems, which recently became popular due to several superior properties compared to linear reconstructions. We briefly review the standard sparse reconstructions based on l1-minimization of coefficients with respect to an orthonormal basis, and also some recently proposed …