Owing to the complicated underwater imaging conditions which seriously restrict the development of underwater imaging,especially the remote underwater imaging,a novel underwater imaging framework based on the compressive sensing(CS) is proposed in this paper.The single-pixel camera based on CS is firstly applied to the underwater imaging field.Incorporating the range gate and laser pulse illumination technology,we design the architecture of the underwater CS single-pixel camera system,and constr...