Authors: Qi Zhao, Ziqiang Zheng, Huimin Zeng, Zhibin Yu, Haiyong Zheng, and Bing ZhengUnderwater environment complexity results that depth estimation in a data-driven manner is still a challenging task. To tackle this problem, The authors propose a system including two modules for underwater image synthesis and underwater depth map estimation.