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IEEE, 2012, 81-88."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.image.2021.116218"},{"key":"e_1_3_2_1_13_1","volume-title":"A computer model for underwater camera systems [C]\/\/Ocean Optics VI","author":"McGlamery B L","year":"1980","unstructured":"McGlamery B L . A computer model for underwater camera systems [C]\/\/Ocean Optics VI . SPIE , 1980 , 208: 221-231. McGlamery B L. A computer model for underwater camera systems [C]\/\/Ocean Optics VI. SPIE, 1980, 208: 221-231."},{"key":"e_1_3_2_1_14_1","volume-title":"Underwater image descattering and quality assessment [C]\/\/Proceedings of the 2016 IEEE International Conference on Image Processing (ICIP","author":"Lu H","year":"2016","unstructured":"Lu H , Li Y , Xu X , Underwater image descattering and quality assessment [C]\/\/Proceedings of the 2016 IEEE International Conference on Image Processing (ICIP 2016 ). Institute of Electrical and Electronics Engineers Inc ., 2016, 1998-2002. Lu H, Li Y, Xu X, Underwater image descattering and quality assessment [C]\/\/Proceedings of the 2016 IEEE International Conference on Image Processing (ICIP 2016). Institute of Electrical and Electronics Engineers Inc., 2016, 1998-2002."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206515"},{"key":"e_1_3_2_1_16_1","volume-title":"Transmission estimation in underwater single images [C]\/\/Proceedings of the IEEE international conference on computer vision workshops","author":"Drews P","year":"2013","unstructured":"Drews P , Nascimento E , Moraes F , Transmission estimation in underwater single images [C]\/\/Proceedings of the IEEE international conference on computer vision workshops . 2013 , 825-830. Drews P, Nascimento E, Moraes F, Transmission estimation in underwater single images [C]\/\/Proceedings of the IEEE international conference on computer vision workshops. 2013, 825-830."},{"key":"e_1_3_2_1_17_1","volume-title":"A revised underwater image formation model [C]\/\/Proceedings of the IEEE conference on computer vision and pattern recognition","author":"Akkaynak D","year":"2018","unstructured":"Akkaynak D , Treibitz T. A revised underwater image formation model [C]\/\/Proceedings of the IEEE conference on computer vision and pattern recognition . 2018 , 6723-6732. Akkaynak D, Treibitz T. A revised underwater image formation model [C]\/\/Proceedings of the IEEE conference on computer vision and pattern recognition. 2018, 6723-6732."},{"key":"e_1_3_2_1_18_1","volume-title":"Treibitz T. 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Cycle-dehaze: Enhanced cyclegan for single image dehazing [C]\/\/Proceedings of the IEEE conference on computer vision and pattern recognition workshops . 2018 , 825-833. Engin D, Gen\u00e7 A, Kemal Ekenel H. Cycle-dehaze: Enhanced cyclegan for single image dehazing [C]\/\/Proceedings of the IEEE conference on computer vision and pattern recognition workshops. 2018, 825-833."},{"key":"e_1_3_2_1_20_1","volume-title":"Unpaired image-to-image translation using cycle-consistent adversarial networks [C]\/\/Proceedings of the IEEE international conference on computer vision","author":"Zhu J Y","year":"2017","unstructured":"Zhu J Y , Park T , Isola P , Unpaired image-to-image translation using cycle-consistent adversarial networks [C]\/\/Proceedings of the IEEE international conference on computer vision . 2017 , 2223-2232. Zhu J Y, Park T, Isola P, Unpaired image-to-image translation using cycle-consistent adversarial networks [C]\/\/Proceedings of the IEEE international conference on computer vision. 2017, 2223-2232."},{"key":"e_1_3_2_1_21_1","volume-title":"UWGAN: underwater GAN for real-world underwater color restoration and dehazing [J]. arXiv preprint arXiv:1912.10269","author":"Wang N","year":"2019","unstructured":"Wang N , Zhou Y , Han F , UWGAN: underwater GAN for real-world underwater color restoration and dehazing [J]. arXiv preprint arXiv:1912.10269 , 2019 . Wang N, Zhou Y, Han F, UWGAN: underwater GAN for real-world underwater color restoration and dehazing [J]. arXiv preprint arXiv:1912.10269, 2019."},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1109\/LRA.2020.2974710"},{"key":"e_1_3_2_1_23_1","volume-title":"Realization of the contrast limited adaptive histogram equalization (CLAHE) for real-time image enhancement [J]. 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Springer, Cham, 2018, 678-688."},{"key":"e_1_3_2_1_31_1","volume-title":"Underwater image enhancement based on deep learning and image formation model [J]. arXiv preprint arXiv:2101.00991","author":"Chen X","year":"2021","unstructured":"Chen X , Zhang P , Quan L , Underwater image enhancement based on deep learning and image formation model [J]. arXiv preprint arXiv:2101.00991 , 2021 . Chen X, Zhang P, Quan L, Underwater image enhancement based on deep learning and image formation model [J]. arXiv preprint arXiv:2101.00991, 2021."},{"key":"e_1_3_2_1_32_1","first-page":"2216","article-title":"Single underwater image enhancement based on differential attenuation compensation [J]","author":"Lai Y","year":"2022","unstructured":"Lai Y , Zhou Z , Su B , Single underwater image enhancement based on differential attenuation compensation [J] . Frontiers in Marine Science , 2022 , 2216 . Lai Y, Zhou Z, Su B, Single underwater image enhancement based on differential attenuation compensation [J]. 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