Circulated Modulation Enhancement of Ghost Imaging based on Group-based Sparse Representation

When regarding the image to be sparsely represented by groups, we propose a novel modulation method in ghost imaging to achieve high sampling efficiency and image quality. Simulation results perform the advantage of this method.