Aiming at the difficult problems of optical image acquisition, processing and target recognition in complex underwater environments, the members of the research team explored underwater image acquisition, underwater image dataset construction, underwater image enhancement and restoration, underwater target detection and recognition, The research on technologies such as underwater binocular stereo vision provides strong technical support for the practical application of underwater robots.