[1] N. Deluxni, P. Sudhakaran, Kitmo, and M. F. Ndiaye, "A review on image enhancement and restoration techniques for underwater optical imaging applications," IEEE Access, vol. 11, pp. 111364-111388, 2023.
[2] J. Y. Chiang and A. S. Chen, “Underwater image enhancement by wavelength compensation and dehazing,” IEEE Transactions on Image Processing, vol. 21, no. 4, pp. 1756-1769, 2012.
[3] C. Li, C. Guo, W. Ren, R. Cong, J. Hou, S. Kwong, and D. Tao, “An underwater image enhancement benchmark dataset and beyond,” IEEE Transactions on Image Processing, vol. 29, pp. 4376-4389, 2019.
[4] E. H. Land, “The retinex theory of color vision,” Scientific American, vol. 237, no. 6, pp. 108-129, 1977.
[5] D. J. Jobson, Z. Rahman, and G. A. Woodell, “Properties and performance of a center/surround retinex,” IEEE Transactions on Image Processing, vol. 6, no. 3, pp. 451-462, 1997.
[6] D. J. Jobson, Z. Rahman, and G. A. Woodell, “A multiscale retinex for bridging the gap between color images and the human observation of scenes,” IEEE Transactions on Image Processing, vol. 6, no. 7, pp. 965-976, 1997.
[7] G. Simone, M. Fiorentini, and A. Rizzi, “Termite retinex,” Image Processing On Line, available: http://www.ipol.im/pub/pre/531/, no date.
[8] C. Li, S. Tang, H. K. Kwan, J. Yan, and T. Zhou, “Color correction based on CFA and enhancement based on retinex with dense pixels for underwater images,” IEEE Access, vol. 8, pp. 129718-129729, 2020.
[9] E. J. McCartney, Optics of the atmosphere: scattering by molecules and particles, New York, NY, USA: John Wiley & Sons, 1976.
[10] K. He, J. Sun, and X. Tang, “Single image haze removal using dark channel prior,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 33, no. 12, pp. 2341-2353, 2011.
[11] P. Drews, E. Nascimento, F. Moraes, S. Botelho, and M. Campos, “Transmission estimation in underwater single images,” in IEEE International Conference on Computer Vision Workshops (ICCVW), 2013, pp. 825-830.
[12] S. Jin, P. Qu, Y. Zheng, W. Zhao, and W. Zhang, “Color correction and local contrast enhancement for underwater image enhancement,” IEEE Access, vol. 10, pp. 108698-108709, 2022.
[13] P. Kanagavel and D. Thanikaiselvan, “Balancing of attenuation disparity to restore the weak color channels in underwater images,” IEEE Access, vol. 12, pp. 107059-107076, 2024.
[14] M. Zhang and J. Peng, “Underwater image restoration based on a new underwater image formation model,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 29, no. 12, pp. 3680-3693, 2019.
[15] N. Jiang, W. Chen, Y. Lin, T. Zhao, and C.-W. Lin, "Underwater Image Enhancement With Lightweight Cascaded Network," IEEE Transactions on Multimedia, vol. 24, pp. 4301-4313, 2022.
[16] R. Cong, W. Yang, W. Zhang, C. Li, C.-L. Guo, Q. Huang, and S. Kwong, "PUGAN: Physical Model-Guided Underwater Image Enhancement Using GAN with Dual-Discriminators," IEEE Transactions on Image Processing, vol. 32, pp. 4472-4485, 2023.
[17] Liu, Z.; Lin, Y.; Cao, Y.; Hu, H.; Wei, Y.; Zhang, Z.; Lin, S.; Guo, B. Swin Transformer: Hierarchical vision transformer using shifted windows. In Proceedings of the IEEE/CVF International Conference on Computer Vision, Montreal, QC, Canada, (ICCV), Montreal, QC, Canada, , pp. 9992-10002 2021.
[18] L. Peng, C. Zhu, and L. Bian, "U-Shape Transformer for Underwater Image Enhancement," IEEE Transactions on Image Processing, vol. 32, pp. 3066-3079, 2023.
[19] K. He, J. Sun, and X. Tang, “Guided image filtering,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 35, no. 6, pp. 1397-1409, 2013.
[20] A. Levin, D. Lischinski, and Y. Weiss, “A closed-form solution to natural image matting,” IEEE Trans. Pattern Anal. Mach. Intell., vol. 30, no. 2, pp. 228–242, Feb. 2008.
[21] K. Panetta, C. Gao, and S. Agaian, “Human-visual-system-inspired underwater image quality measures,” IEEE Journal of Oceanic Engineering, vol. 41, no. 3, pp. 541-551, 2016.
[22] Y. Miao and A. Sowmya, “An underwater colour image quality evaluation metric,” IEEE Transactions on Image Processing, vol. 24, no. 12, pp. 6062-6071, 2015.
[23] Z. Wang, A. C. Bovik, H. R. Sheikh, and E. P. Simoncelli, "Image Quality Assessment: From Error Visibility to Structural Similarity," IEEE Transactions on Image Processing, vol. 13, no. 4, pp. 600-612, 2004.
[
24] K. Zuiderveld, “Contrast limited adaptive histogram equalization,” in Graphics Gems IV, P. S. Heckbert, Ed. San Diego, CA, USA: Academic Press Professional, Inc., 1994, pp. 474–485.
[
25] Z. Liang, X. Ding, Y. Wang, X. Yan, and X. Fu, “GUDCP: Generalization of Underwater Dark Channel Prior for Underwater Image Restoration,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 32, no. 7, pp. 4879–4884, 2022
.
[
26] W. Zhang, P. Zhuang, H.-H. Sun, G. Li, S. Kwong, and C. Li, "Underwater Image Enhancement via Minimal Color Loss and Locally Adaptive Contrast Enhancement," IEEE Transactions on Image Processing, vol. 31, pp. 3997-4010, 2022.
[
27] Li, C.; Anwar, S.; Porikli, F. Underwater scene prior inspired deep underwater image and video enhancement. Pattern Recognition. vol. 98, p. 107038, 2020.
[28] W. Zhang, Y. Wang, and C. Li, “Underwater image enhancement by attenuated color channel correction and detail preserved contrast enhancement,” IEEE Journal of Oceanic Engineering, vol. 47, no. 3,pp. 718-735, 2022.
[
29] Y.Ueki
and M.Ikehara, “Underwater image
enhancement based on the iteration of a generalization of dark channel prior,” 2019 IEEE Visual Communications and Image Processing (VCIP), 2019.
[30] J. Zhang, Q. Yu, and G. Hou, “Underwater image restoration via adaptive color correction and dehazing,” Applied Optics, vol. 63, no. 10, pp. 2728-2736, 2024.
[31] W. Zhang, S. Jin, P. Zhuang, and C. Li, “Underwater image enhancement via piecewise color correction and dual prior optimized contrast enhancement,” IEEE Signal Processing Letters. vol. 30, pp. 229-233, 2023.
[32] C. Li, S. Anwar, J. Hou, R. Cong, C. Guo, and W. Ren, "Underwater image enhancement via medium transmission-
guided multi-color space embedding," IEEE Transactions on Image Processing, vol. 30, pp. 4985–5000, 2021.
[33] Z. Shen, H. Xu, T. Luo, Y. Song, and Z. He, "UDAformer: Underwater image enhancement based on dual attention transformer," Computers & Graphics, vol. 111, pp. 77–88, 2023.
[34] J. Zhou, Q. Gai, D. Zhang, K.-M. Lam, W. Zhang, and X. Fu, "IACC: Cross-illumination awareness and color correction for underwater images under mixed natural and artificial lighting," IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1–15, 2024.
[35] Y. Zhang, D. M. Chandler, and M. Leszczuk, "Retinex-based underwater image enhancement via adaptive color correction and hierarchical U-shape transformer," Optics Express, vol. 32, no. 14, pp. 24018–24040, 2024.
