Online Learning Sensing Matrix and Sparsifying Dictionary Simultaneously for Compressive Sensing

Tao Hong, Zhihui Zhu

This paper considers the problem of simultaneously learning the Sensing Matrix and Sparsifying Dictionary (SMSD) on a large training dataset. To address the formulated joint learni…