Noise Level Estimation for Overcomplete Dictionary Learning Based on Tight Asymptotic Bounds

Rui Chen, Changshui Yang, Huizhu Jia +1

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 eigen…