Underwater Image Translation via Multi-Scale Generative Adversarial Network

• Main Authors: YANG, Dongmei, ZHANG, Tianzi, LI, Boquan, LI, Menghao, CHEN, Weijing, LI, Xiaoqing, WANG, Xingmei
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Underwater image translation; generative adversarial network; convolution block attention module; style-independent discriminator; Graphics and Human Computer Interfaces; Numerical Analysis and Scientific Computing
• Online Access: https://ink.library.smu.edu.sg/sis_research/8334; https://ink.library.smu.edu.sg/context/sis_research/article/9337/viewcontent/jmse_11_01929_pvoa_cc_by.pdf
• Institution: Singapore Management University

The role that underwater image translation plays assists in generating rare images for marine applications. However, such translation tasks are still challenging due to data lacking, insufficient feature extraction ability, and the loss of content details. To address these issues, we propose a novel...