[1] XU S B, ZHANG M H, SONG W et al. A systematic review and analysis of deep learning-based underwater object detection[J]. Neurocomputing, 527, 204-232(2023).

[2] LIU Z Y, WANG B, LI Y et al. UnitModule： a lightweight joint image enhancement module for underwater object detection[J]. Pattern Recognition, 151, 110435(2024).

[3] ZHOU J C, YANG T Y, ZHANG W S. Underwater vision enhancement technologies： a comprehensive review， challenges， and recent trends[J]. Applied Intelligence, 53, 3594-3621(2023).

[4] 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).

[5] ZHOU J C, LIU Q, JIANG Q P et al. Underwater camera： improving visual perception via adaptive dark pixel prior and color correction[J]. International Journal of Computer Vision, 1-19(2023).

[6] WANG B, KANG Z T, DONG P W et al. Underwater image enhancement by maximum-likelihood based adaptive color correction and robust scattering removal[J]. Frontiers of Computer Science, 17, 172702(2022).

[7] 夏晓华, 钟预全, 胡鹏. 综合多尺度信息和注意力机制的水下图像增强[J]. 光学 精密工程, 32, 1582-1594(2024).

     XIA X H, ZHONG Y Q, HU P et al. Underwater image enhancement synthesizing multi-scale information and attention mechanisms[J]. Opt. Precision Eng., 32, 1582-1594(2024).

[8] MU P, FANG J, QIAN H T et al. Transmission and Color-Guided Network for Underwater Image Enhancement[C], 1337-1342(2023).

[9] 李云, 孙山林, 黄晴. 基于多路混合注意力机制的水下图像增强网络[J]. 电子与信息学报, 46, 118-128(2024).

     LI Y, SUN S L, HUANG Q et al. Underwater image enhancement network based on multi-channel hybrid attention mechanism[J]. Journal of Electronics & Information Technology, 46, 118-128(2024).

[10] YUAN G M, LIU H J, LI X L et al. Underwater image enhancement using joint texture perception and color histogram features[J]. Opt. Precision Eng., 32, 2112-2127(2024).

     袁国铭, 刘海军, 李晓丽. 纹理感知联合颜色直方图特征的水下图像增强[J]. 光学 精密工程, 32, 2112-2127(2024).

[11] LI C Y, ANWAR S, PORIKLI F. Underwater scene prior inspired deep underwater image and video enhancement[J]. Pattern Recognition, 98, 107038(2020).

[12] WANG P Z, ZHANG S K, ZHANG K et al. Underwater Image Enhancement of Nuclear Power Plant based on U-Net Model[C], 1-5(2023).

[13] ZHU J Y, PARK T, ISOLA P et al. Unpaired image-to-image translation using cycle-consistent adversarial networks[C], 2242-2251(2017).

[14] YAO T T, LIANG Y, ZHANG L L et al. Single image dehazing via cycle-consistent adversarial networks with a multi-scale hybrid encoder-decoder and global correlation loss[J]. Multimedia Tools and Applications, 82, 12279-12301(2023).

[15] LIU Z, LIN Y T, CAO Y et al. Swin transformer： hierarchical vision transformer using shifted windows[C], 9992-10002(2021).

[16] ILYA T, NEIL H, ALEXANDER K et al. Mlp-mixer： An all-mlp architecture for vision[J]. Advances in neural information processing systems, 34, 24261-24272(2021).

[17] JOHNSON J, ALAHI A, LI F F. Perceptual losses for real-time style transfer and super-resolution[C], 694-711(2016).

[18] 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).

[19] ISLAM M J, XIA Y Y, SATTAR J. Fast underwater image enhancement for improved visual perception[J]. IEEE Robotics and Automation Letters, 5, 3227-3234(2020).

[20] CARLEVARIS-BIANCO N, MOHAN A, EUSTICE R M. Initial results in underwater single image dehazing[C]. WA, 1-8(2010).

[21] WANG N, ZHOU Y B, HAN F L et al. UWGAN： underwater gan for real-world underwater color restoration and dehazing[webpage]. arXiv, 1912-10269(2019). https：//arxiv.org/abs/1912.10269v2

[22] HAN J L, SHOEIBY M, MALTHUS T et al. Underwater image restoration via contrastive learning and a real-world dataset[J]. Remote Sensing, 14, 4297(2022).

[23] PENG L T, ZHU C L, BIAN L H. U-shape transformer forunderwater image enhancement[C], 290-307(2023).

[24] PANETTA K, GAO C, AGAIAN S. Human-visual-system-inspired underwater image quality measures[J]. IEEE Journal of Oceanic Engineering, 41, 541-551(2016).

[25] YANG M, SOWMYA A. An underwater color image quality evaluation metric[J]. IEEE Transactions on Image Processing, 24, 6062-6071(2015).