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Underwater image enhancement (UIE) aims to generate clear images from low-quality underwater images.
Multiscale structural similarity for image quality assessment
Zhou Wang, Eero P Simoncelli, and Alan C Bovik · 2003
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Imagenet: A large-scale hierarchical image database
Jia Deng, Wei Dong, Richard Socher, Li-Jia Li, Kai Li, and Li Fei-Fei · 2009
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Single image haze removal using dark channel prior
Kaiming He, Jian Sun, and Xiaoou Tang · 2010
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Enhancing underwater images and videos by fusion
Cosmin Ancuti, Codruta Orniana Ancuti, Tom Haber, and Philippe Bekaert · 2012
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Making a “completely blind” image quality analyzer
Anish Mittal, Rajiv Soundararajan, and Alan C Bovik · 2012
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Transmission estimation in underwater single images
Paul Drews, Erickson Nascimento, Filipe Moraes, Silvia Botelho, and Mario Campos · 2013
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Mixture contrast limited adaptive histogram equalization for underwater image enhancement
Muhammad Suzuri Hitam, Ezmahamrul Afreen Awalludin, Wan Nural Jawahir Hj Wan Yussof, and Zainuddin Bachok · 2013
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Adam: A method for stochastic optimization
Diederik P Kingma and Jimmy Ba · 2014
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Automatic red-channel underwater image restoration
Adrian Galdran, David Pardo, Artzai Picón, and Aitor Alvarez-Gila · 2015
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Enhancement of low quality underwater image through integrated global and local contrast correction
Ahmad Shahrizan Abdul Ghani and Nor Ashidi Mat Isa · 2015
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Human-visual-system-inspired underwater image quality measures
Karen Panetta, Chen Gao, and Sos Agaian · 2015
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Deep unsupervised learning using nonequilibrium thermodynamics
Jascha Sohl-Dickstein, Eric Weiss, Niru Maheswaranathan, and Surya Ganguli · 2015
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An underwater color image quality evaluation metric
Miao Yang and Arcot Sowmya · 2015
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Perceptual losses for real-time style transfer and super-resolution
Justin Johnson, Alexandre Alahi, and Li Fei-Fei · 2016
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Color balance and fusion for underwater image enhancement
Codruta O Ancuti, Cosmin Ancuti, Christophe De Vleeschouwer, and Philippe Bekaert · 2017
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Enhancing underwater imagery using generative adversarial networks
Cameron Fabbri, Md Jahidul Islam, and Junaed Sattar · 2018
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Generalization of the dark channel prior for single image restoration
Yan-Tsung Peng, Keming Cao, and Pamela C Cosman · 2018
Cited alongside, same era.
Sea-thru: A method for removing water from underwater images
Derya Akkaynak and Tali Treibitz · 2019
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An underwater image enhancement benchmark dataset and beyond
Chongyi Li, Chunle Guo, Wenqi Ren, Runmin Cong, Junhui Hou, Sam Kwong, and Dacheng Tao · 2019
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A fusion adversarial underwater image enhancement network with a public test dataset
Hanyu Li, Jingjing Li, and Wei Wang · 2019
Cited alongside, same era.
Uwgan: underwater gan for real-world underwater color restoration and dehazing
Nan Wang, Yabin Zhou, Fenglei Han, Haitao Zhu, and Jingzheng Yao · 2019
Cited alongside, same era.
Unsupervised underwater image restoration: From a homology perspective
Zhenqi Fu, Huangxing Lin, Yan Yang, Shu Chai, Liyan Sun, Yue Huang, and Xinghao Ding · 2022
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Denoising diffusion restoration models
Bahjat Kawar, Michael Elad, Stefano Ermon, and Jiaming Song · 2022
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Repaint: Inpainting using denoising diffusion probabilistic models
Andreas Lugmayr, Martin Danelljan, Andres Romero, Fisher Yu, Radu Timofte, and Luc Van Gool · 2022
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Image super-resolution via iterative refinement
Chitwan Saharia, Jonathan Ho, William Chan, Tim Salimans, David J Fleet, and Mohammad Norouzi · 2022
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Underwater image enhancement via minimal color loss and locally adaptive contrast enhancement
Weidong Zhang, Peixian Zhuang, Hai-Han Sun, Guohou Li, Sam Kwong, and Chongyi Li · 2022
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Underwater image enhancement with hyper-laplacian reflectance priors
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Denoising diffusion probabilistic models
Jonathan Ho, Ajay Jain, and Pieter Abbeel · 2020
Cited alongside, same era.
Fast underwater image enhancement for improved visual perception
Md Jahidul Islam, Youya Xia, and Junaed Sattar · 2020
Cited alongside, same era.
Underwater scene prior inspired deep underwater image and video enhancement
Chongyi Li, Saeed Anwar, and Fatih Porikli · 2020
Cited alongside, same era.
Denoising diffusion implicit models
Jiaming Song, Chenlin Meng, and Stefano Ermon · 2020
Cited alongside, same era.
Diffusion models beat gans on image synthesis
Prafulla Dhariwal and Alexander Nichol · 2021
Cited alongside, same era.
Musiq: Multi-scale image quality transformer
Junjie Ke, Qifei Wang, Yilin Wang, Peyman Milanfar, and Feng Yang · 2021
Cited alongside, same era.
Underwater image enhancement via medium transmission-guided multi-color space embedding
Chongyi Li, Saeed Anwar, Junhui Hou, Runmin Cong, Chunle Guo, and Wenqi Ren · 2021
Cited alongside, same era.
Peixian Zhuang, Jiamin Wu, Fatih Murat Porikli, and Chongyi Li · 2022
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Pugan: Physical model-guided underwater image enhancement using gan with dual-discriminators
Runmin Cong, Wenyu Yang, Wei Zhang, Chongyi Li, Chun-Le Guo, Qingming Huang, and Sam Kwong · 2023
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Generative diffusion prior for unified image restoration and enhancement
Ben Fei, Zhaoyang Lyu, Liang Pan, Junzhe Zhang, Weidong Yang, Tianyue Luo, Bo Zhang, and Bo Dai · 2023
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Underwater ranker: Learn which is better and how to be better
Chunle Guo, Ruiqi Wu, Xin Jin, Linghao Han, Weidong Zhang, Zhi Chai, and Chongyi Li · 2023
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Contrastive semi-supervised learning for underwater image restoration via reliable bank
Shirui Huang, Keyan Wang, Huan Liu, Jun Chen, and Yunsong Li · 2023
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Five a+ network: You only need 9k parameters for underwater image enhancement
Jingxia Jiang, Tian Ye, Jinbin Bai, Sixiang Chen, Wenhao Chai, Shi Jun, Yun Liu, and Erkang Chen · 2023
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U-shape transformer for underwater image enhancement
Lintao Peng, Chunli Zhu, and Liheng Bian · 2023
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Underwater image enhancement by transformer-based diffusion model with non-uniform sampling for skip strategy
Yi Tang, Hiroshi Kawasaki, and Takafumi Iwaguchi · 2023
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Domain adaptation for underwater image enhancement
Zhengyong Wang, Liquan Shen, Mai Xu, Mei Yu, Kun Wang, and Yufei Lin · 2023
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Denoising diffusion models for plug-and-play image restoration
Yuanzhi Zhu, Kai Zhang, Jingyun Liang, Jiezhang Cao, Bihan Wen, Radu Timofte, and Luc Van Gool · 2023
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