The article discusses various aspects of underwater imaging. The topics discussed include biological and engineering drivers behind underwater imaging, vision system of box jellyfish, application of stochastic inverse methods in image processing, and mapping of water surface topography for removing random image distortions. Also discussed is spatiotemporal random pattern of natural illumination.