Compressive Sensing via Low-Rank Gaussian Mixture Models

Xin Yuan, Hong Jiang, Gang Huang +1

We develop a new compressive sensing (CS) inversion algorithm by utilizing the Gaussian mixture model (GMM). While the compressive sensing is performed globally on the entire image…