[1] [1] 王昊天， 刘庆省， 陈亮， 等. 改进的CycleGAN网络用于水下显微图像颜色校正［J］. 光学 精密工程， 2022， 30（12）： 1499-1508. doi: 10.37188/OPE.20223012.1499WANGH T， LIUQ SH， CHENL， et al. Improved CycleGAN network for underwater microscopic image color correction［J］. Opt. Precision Eng.， 2022， 30（12）： 1499-1508.（in Chinese）. doi: 10.37188/OPE.20223012.1499

[2] DREWS P L J, NASCIMENTO E R, BOTELHO S S C et al. Underwater depth estimation and image restoration based on single images[J]. IEEE Computer Graphics and Applications, 36, 24-35(2016).

[3] SONG W, WANG Y, HUANG D M et al. Enhancement of underwater images with statistical model of background light and optimization of transmission map[J]. IEEE Transactions on Broadcasting, 66, 153-169(2020).

[4] LI X J, HOU G J, TAN L et al. A hybrid framework for underwater image enhancement[J]. IEEE Access, 8, 197448-197462(2020).

[5] [5] 胡振宇， 陈琦， 朱大奇. 基于颜色平衡和多尺度融合的水下图像增强［J］. 光学 精密工程， 2022， 30（17）： 2133-2146. doi: 10.37188/OPE.20223017.2133HUZH Y， CHENQ， ZHUD Q. Underwater image enhancement based on color balance and multi-scale fusion［J］. Opt. Precision Eng.， 2022， 30（17）： 2133-2146.（in Chinese）. doi: 10.37188/OPE.20223017.2133

[6] ANWAR S, LI C, PORKLI F. Deep underwater image enhancement[J]. arXiv preprint arXiv, 2018.

[7] LI C Y, GUO C L, REN W Q et al. An underwater image enhancement benchmark dataset and beyond[J]. IEEE Transactions on Image Processing(2019).

[8] WANG N, ZHOU Y B, HAN F et al. UWGAN： underwater GAN for real-world underwater color restoration and dehazing[J]. arXiv preprint arXiv, 10269(1912).

[9] MA Z Y. A wavelet-based dual-stream network for underwater image enhancement[C], 23, 2769-2773(2022).

[10] LIU S B, FAN H J, LIN S et al. Adaptive learning attention network for underwater image enhancement[J]. IEEE Robotics and Automation Letters, 7, 5326-5333(2022).

[11] REN T D, XU H Y, JIANG G Y et al. Reinforced swin-convs transformer for simultaneous underwater sensing scene image enhancement and super-resolution[J]. IEEE Transactions on Geoscience and Remote Sensing, 60, 3205061(2022).

[12] PENG L T, ZHU C L, BIAN L H. U-shape transformer for underwater image enhancement[J]. IEEE Transactions on Image Processing, 32, 3066-3079(2023).