Spectral filter

A spectral filter replaces unstable inversion of a singular value $\sigma$ by a bounded scalar factor $g_{\alpha }(\sigma )$. For Tikhonov regularization, $g_{\alpha }(\sigma )=\sigma /({\sigma }^2+\alpha )$.