WaterGAN: Unsupervised Generative Network to Enable Real-time Color Correction of Monocular Underwater Images

23 February 2017

Jie Li

Katherine A. Skinner

Ryan Eustice

Matthew Johnson-Roberson

GAN

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Papers citing "WaterGAN: Unsupervised Generative Network to Enable Real-time Color Correction of Monocular Underwater Images"

39 / 39 papers shown

Title
Adaptive Dual-domain Learning for Underwater Image Enhancement Lingtao Peng Liheng Bian 32 0 0 27 Apr 2025
Learning Underwater Active Perception in Simulation Alexandre Cardaillac Donald G. Dansereau 22 0 0 23 Apr 2025
NeuroPump: Simultaneous Geometric and Color Rectification for Underwater Images Yue Guo Haoxiang Liao H. Ling Bingyao Huang DiffM 85 0 0 20 Dec 2024
AquaFuse: Waterbody Fusion for Physics Guided View Synthesis of Underwater Scenes Md Abu Bakr Siddique Jiayi Wu Ioannis M. Rekleitis Md Jahidul Islam 34 2 0 02 Nov 2024
ODYSSEE: Oyster Detection Yielded by Sensor Systems on Edge Electronics Xiaomin Lin Vivek Mange Arjun Suresh Bernhard Neuberger Aadi Palnitkar ... Alhim Vera Markus Vincze Ioannis Rekleitis Herbert G. Tanner Yiannis Aloimonos 36 2 0 11 Sep 2024
A Comprehensive Survey on Underwater Image Enhancement Based on Deep Learning Xiaofeng Cong Yu Zhao Jie Gui Junming Hou Dacheng Tao 44 6 0 30 May 2024
Feature Attention Network (FA-Net): A Deep-Learning Based Approach for Underwater Single Image Enhancement M. Hamza Ammar Hawbani Sami Ul Rehmana Xingfu Wang Liang Zhao DiffM 33 2 0 30 Aug 2023
Learning Heavily-Degraded Prior for Underwater Object Detection C. Fu Xin-Yue Fan Jiewen Xiao Wanqi Yuan Risheng Liu Zhongxuan Luo 24 22 0 24 Aug 2023
Improving novelty detection with generative adversarial networks on hand gesture data M. Simão Pedro Neto O. Gibaru 27 10 0 13 Apr 2023
Knowledge Distillation for Feature Extraction in Underwater VSLAM Jing Yang Mingming Gong Girish Nair J. Lee J. Monty Yen-Yu Pu 30 5 0 31 Mar 2023
A Correction-Based Dynamic Enhancement Framework towards Underwater Detection Yanling Qiu Qianxue Feng Boqin Cai Hongan Wei Weiling Chen 19 2 0 06 Feb 2023
Low-Light Image and Video Enhancement: A Comprehensive Survey and Beyond Shen Zheng Yi Ma Jinqian Pan Chang-Tien Lu Gaurav Gupta 31 21 0 21 Dec 2022
SUCRe: Leveraging Scene Structure for Underwater Color Restoration Clémentin Boittiaux R. Marxer C. Dune A. Arnaubec Maxime Ferrera Vincent Hugel 48 3 0 18 Dec 2022
GAMMA: Generative Augmentation for Attentive Marine Debris Detection Vaishnavi Khindkar Janhavi Khindkar ViT 22 1 0 07 Dec 2022
DGD-cGAN: A Dual Generator for Image Dewatering and Restoration Salma Gonzalez-Sabbagh A. Robles-Kelly Shang Gao GAN 37 9 0 18 Nov 2022
OysterNet: Enhanced Oyster Detection Using Simulation Xiao-sheng Lin N. Sanket N. Karapetyan Yiannis Aloimonos 45 15 0 16 Sep 2022
Virtual Underwater Datasets for Autonomous Inspections Ioannis Polymenis M. Haroutunian R. Norman D. Trodden 19 7 0 13 Sep 2022
Uncertainty Inspired Underwater Image Enhancement Zhenqi Fu Wu Wang Yue Huang Xinghao Ding K. Ma 23 130 0 20 Jul 2022
A Novel Underwater Image Enhancement and Improved Underwater Biological Detection Pipeline Zheng Liu Yaoming Zhuang Pengrun Jia Chengdong Wu Zhanlin Liu 24 4 0 20 May 2022
A Wavelet-based Dual-stream Network for Underwater Image Enhancement Ziyin Ma Changjae Oh MDE 23 35 0 17 Feb 2022
Domain Adaptation for Underwater Image Enhancement via Content and Style Separation Yu-Wei Chen S. Pei 32 33 0 17 Feb 2022
Robustly Removing Deep Sea Lighting Effects for Visual Mapping of Abyssal Plains Kevin Koser Yifan Song Lasse Petersen Emanuel Wenzlaff F. Woelk 11 7 0 01 Oct 2021
A Matching Algorithm based on Image Attribute Transfer and Local Features for Underwater Acoustic and Optical Images Xiaoteng Zhou Changli Yu Xin Yuan Citong Luo 27 1 0 27 Aug 2021
Domain Adaptation for Underwater Image Enhancement Zhengyong Wang Liquan Shen Mei Yu Kun Wang Yufei Lin Mai Xu 31 79 0 22 Aug 2021
Underwater Image Enhancement via Medium Transmission-Guided Multi-Color Space Embedding Chongyi Li Saeed Anwar Junhui Hou Runmin Cong Chunle Guo Wenqi Ren 24 526 0 27 Apr 2021
UIEC^2-Net: CNN-based Underwater Image Enhancement Using Two Color Space Yudong Wang Jichang Guo Huan-ang Gao Huihui Yue 30 240 0 12 Mar 2021
Underwater Image Enhancement via Learning Water Type Desensitized Representations Zhenqi Fu Xiaopeng Lin Wu Wang Yue Huang Xinghao Ding 19 35 0 01 Feb 2021
Shallow-UWnet : Compressed Model for Underwater Image Enhancement Ankita Rajaram Naik Apurva Swarnakar Kartik Mittal 48 155 0 06 Jan 2021
Perceptual underwater image enhancement with deep learning and physical priors Long Chen Zheheng Jiang Lei Tong Zhihua Liu Aite Zhao Qianni Zhang Junyu Dong Huiyu Zhou 24 33 0 21 Aug 2020
UWGAN: Underwater GAN for Real-world Underwater Color Restoration and Dehazing Nan Wang Yabin Zhou F. Han H. Zhu Yaojing Zheng GAN 30 96 0 21 Dec 2019
Diving Deeper into Underwater Image Enhancement: A Survey Saeed Anwar Chongyi Li 30 192 0 17 Jul 2019
An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging Yan Wang Wei Song Giancarlo Fortino Lizhe Qi Wenqiang Zhang A. Liotta 26 190 0 07 Jul 2019
Real-time Model-based Image Color Correction for Underwater Robots Monika Roznere Alberto Quattrini Li 16 29 0 12 Apr 2019
Real-world Underwater Enhancement: Challenges, Benchmarks, and Solutions Risheng Liu Xin-Yue Fan Ming Zhu Minjun Hou Zhongxuan Luo 24 496 0 15 Jan 2019
An Underwater Image Enhancement Benchmark Dataset and Beyond Chongyi Li Chunle Guo Wenqi Ren Runmin Cong Junhui Hou Sam Kwong Dacheng Tao 3DV 32 1,246 0 11 Jan 2019
Visual-Quality-Driven Learning for Underwater Vision Enhancement Walysson V. Barbosa Henrique G. B. Amaral T. L. Rocha Erickson R. Nascimento 13 28 0 12 Sep 2018
Enhancing Underwater Imagery using Generative Adversarial Networks C. Fabbri M. Islam Junaed Sattar GAN 33 562 0 11 Jan 2018
Towards Real-Time Advancement of Underwater Visual Quality with GAN Xingyu Chen Junzhi Yu Shihan Kong Zhengxing Wu Xi Fang Li Wen GAN 21 94 0 03 Dec 2017
RenderGAN: Generating Realistic Labeled Data Leon Sixt Benjamin Wild Tim Landgraf GAN 170 176 0 04 Nov 2016