The recent research progress and issues in the applications of computer vision technology in aquaculture to acquire aquatic information of fish biomass, behavior and stress conditions were reviewed in this paper. New methods using image processing to quantify fish behavior, quantify fish behavioral alterations under a variety of stress and culture conditions and application of artificial intelligence technique should be focused for further research.