Noise Level Estimation for Overcomplete Dictionary Learning Based on Tight Asymptotic Bounds
In this letter, we address the problem of estimating Gaussian noise level from the trained dictionaries in update stage. We first provide rigorous statistical analysis on the eigenvalue distributions of a sample covariance matrix. Then we propose an interval-bounded estimator for noise variance in h





































