In this demo, some representative methods are used for image CS reconstruction.

Please cite:

Zhiyuan Zha, Bihan Wen, Xin Yuan, Saiprasad Ravishankar, Jiantao Zhou and Ce Zhu. "Learning Nonlocal Sparse and Low-Rank Models for Image Compressive Sensing: Nonlocal sparse and low-rank modeling," in IEEE Signal Processing Magazine, vol. 40, no. 1, pp. 32-44, Jan. 2023, doi: 10.1109/MSP.2022.3217936.