Compressive Sensing via Convolutional Factor Analysis

Xin Yuan, Yunchen Pu, Lawrence Carin

We solve the compressive sensing problem via convolutional factor analysis, where the convolutional dictionaries are learned {\em in situ} from the compressed measurements. An alte…