“…A S an important acoustic sensor device for ocean exploration, side-scan sonar (SSS) is widely used in seabed topography surveying [1], shipwreck salvage [2], underwater archaeology [3], etc. For SSS image processing, many Corresponding author:wangzhen4013@163.com Zhen Wang and Shanwen Zhang are with the School of Information Engineering, Xijing University, Xi'an 710123, China (e-mail: wangzhen4013@163.com, wjdw716@163.com) Buhong Wang is with the School of Information and Navigation, Air Force Engineering University, Xian 710082, China (e-mail: wbhgroup@163.com) Chuanlei Zhang is with the School of Artificial Intelligence, Tianjin University of Science and Technology, Tianjin, China, 300457 (email:97313114@tust.edu.cn) [16].…”