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An Underwater Image Enhancement Benchmark Dataset and Beyond

11 January 2019

Chongyi Li

Chunle Guo

Wenqi Ren

Runmin Cong

Papers citing "An Underwater Image Enhancement Benchmark Dataset and Beyond"

50 / 178 papers shown

Title
WaterFlow: Heuristic Normalizing Flow for Underwater Image Enhancement and Beyond Zengxi Zhang Zhiying Jiang Jinyuan Liu Xin-Yue Fan Risheng Liu 98 11 0 02 Aug 2023
Joint Perceptual Learning for Enhancement and Object Detection in Underwater Scenarios C. Fu Wanqi Yuan Jiewen Xiao Risheng Liu Xin-Yue Fan 64 0 0 07 Jul 2023
PUGAN: Physical Model-Guided Underwater Image Enhancement Using GAN with Dual-Discriminators Runmin Cong Wenyu Yang Wei Zhang Chongyi Li Chunle Guo Qingming Huang Sam Kwong DiffM GAN 71 124 0 15 Jun 2023
UIERL: Internal-External Representation Learning Network for Underwater Image Enhancement Zhengyong Wang Liquan Shen Yihan Yu Yuan Hui 59 7 0 14 Jun 2023
Unsupervised haze removal from underwater images Praveen Kandula A. N. Rajagopalan 30 0 0 05 Jun 2023
$Five A$^{+}$ Network: You Only Need 9K Parameters for Underwater Image Enhancement$ Five A $^{+}$ Network: You Only Need 9K Parameters for Underwater Image Enhancement J. Jiang Tian-Chun Ye Jinbin Bai Sixiang Chen Wenhao Chai Shi Jun Yun-Peng Liu Erkang Chen 75 32 0 15 May 2023
Eiffel Tower: A Deep-Sea Underwater Dataset for Long-Term Visual Localization Clémentin Boittiaux C. Dune Maxime Ferrera A. Arnaubec R. Marxer M. Matabos Loïc Van Audenhaege Vincent Hugel MDE 53 10 0 09 May 2023
Unlocking Masked Autoencoders as Loss Function for Image and Video Restoration Man Zhou Naishan Zheng Jie Huang Chunle Guo Chongyi Li 54 2 0 29 Mar 2023
Neural Preset for Color Style Transfer Zhanghan Ke Yuhao Liu Lei Zhu Nanxuan Zhao Rynson W. H. Lau 146 35 0 23 Mar 2023
Contrastive Semi-supervised Learning for Underwater Image Restoration via Reliable Bank Shirui Huang Keyan Wang Huan Liu Jun Chen Yunsong Li 63 106 0 16 Mar 2023
MetaUE: Model-based Meta-learning for Underwater Image Enhancement Zhenwei Zhang Haorui Yan K. Tang Yuping Duan 70 5 0 12 Mar 2023
RSFDM-Net: Real-time Spatial and Frequency Domains Modulation Network for Underwater Image Enhancement J. Jiang Jinbin Bai Yun-Peng Liu Junjie Yin Sixiang Chen Tian-Chun Ye Erkang Chen 61 5 0 23 Feb 2023
SyreaNet: A Physically Guided Underwater Image Enhancement Framework Integrating Synthetic and Real Images J. Wen Jinqiang Cui Zhenjun Zhao Ruixin Yan Zijian Gao L. Dou Benwen Chen DiffM 121 22 0 16 Feb 2023
Low-Light Image and Video Enhancement: A Comprehensive Survey and Beyond Shen Zheng Yi Ma Jinqian Pan Chang-Tien Lu Gaurav Gupta 111 23 0 21 Dec 2022
SUCRe: Leveraging Scene Structure for Underwater Color Restoration Clémentin Boittiaux R. Marxer C. Dune A. Arnaubec Maxime Ferrera Vincent Hugel 82 5 0 18 Dec 2022
Towards Realistic Underwater Dataset Generation and Color Restoration Neham Jain G. Matta Kaushik Mitra 56 4 0 27 Nov 2022
Semantic-aware Texture-Structure Feature Collaboration for Underwater Image Enhancement Di Wang Long Ma Risheng Liu Xin-Yue Fan 102 25 0 19 Nov 2022
DGD-cGAN: A Dual Generator for Image Dewatering and Restoration Salma Gonzalez-Sabbagh A. Robles-Kelly Shang Gao GAN 51 10 0 18 Nov 2022
UDepth: Fast Monocular Depth Estimation for Visually-guided Underwater Robots Boxiao Yu Jiayi Wu M. Islam MDE 68 41 0 26 Sep 2022
Review On Deep Learning Technique For Underwater Object Detection Radhwan Adnan Dakhil A. R. Khayeat 51 12 0 21 Sep 2022
Virtual Underwater Datasets for Autonomous Inspections Ioannis Polymenis M. Haroutunian R. Norman D. Trodden 118 7 0 13 Sep 2022
USLN: A statistically guided lightweight network for underwater image enhancement via dual-statistic white balance and multi-color space stretch Ziyuan Xiao Yina Han S. Rahardja Yuanliang Ma 83 13 0 06 Sep 2022
Underwater Ranker: Learn Which Is Better and How to Be Better Chunle Guo Ruiqi Wu Xin Jin Linghao Han Zhi Chai Weidong Zhang Chongyi Li OffRL 68 125 0 14 Aug 2022
Underwater enhancement based on a self-learning strategy and attention mechanism for high-intensity regions Claudio D. Mello Bryan U. Moreira Paulo J. O. Evald Paulo L. J. Drews-Jr Silvia S. Botelho 49 11 0 04 Aug 2022
Uncertainty Inspired Underwater Image Enhancement Zhenqi Fu Wu Wang Yue Huang Xinghao Ding K. Ma 64 136 0 20 Jul 2022
On the limits of perceptual quality measures for enhanced underwater images C. Li Andrea Cavallaro 35 4 0 12 Jul 2022
A Novel Hybrid Endoscopic Dataset for Evaluating Machine Learning-based Photometric Image Enhancement Models Carlos Axel Garcia-Vega Ricardo Espinosa Gilberto Ochoa-Ruiz T. Bazin L. Falcón-Morales Dominique Lamarque Christian Daul MedIm 42 8 0 06 Jul 2022
HIFI-Net: A Novel Network for Enhancement to Underwater Images Jiajia Zhou Junbin Zhuang Yan Zheng Di Wu 51 0 0 06 Jun 2022
UIF: An Objective Quality Assessment for Underwater Image Enhancement Yannan Zheng Weiling Chen Rongfu Lin Tiesong Zhao 57 52 0 19 May 2022
Reinforced Swin-Convs Transformer for Underwater Image Enhancement Tingdi Ren Haiyong Xu G. Jiang Mei Yu Ting Luo ViT 44 5 0 01 May 2022
UID2021: An Underwater Image Dataset for Evaluation of No-reference Quality Assessment Metrics Guojia Hou Yuxuan Li Huan Yang Kunqian Li Zhenkuan Pan 40 70 0 19 Apr 2022
Underwater Image Enhancement Using Pre-trained Transformer Abderrahmene Boudiaf Yuhang Guo Adarsh Ghimire Naoufel Werghi G. D. Masi S. Javed Jorge Dias ViT 29 7 0 08 Apr 2022
Underwater Light Field Retention : Neural Rendering for Underwater Imaging Tian-Chun Ye Sixiang Chen Yunzhuo Liu Y. Ye Erkang Chen Yuche Li 67 40 0 21 Mar 2022
Medium Transmission Map Matters for Learning to Restore Real-World Underwater Images Kai Yan LanYue Liang Ziqiang Zheng Guoqing Wang Yang Yang 25 13 0 17 Mar 2022
Data Representativity for Machine Learning and AI Systems Line H. Clemmensen R. Kjærsgaard 95 21 0 09 Mar 2022
A Wavelet-based Dual-stream Network for Underwater Image Enhancement Ziyin Ma Changjae Oh MDE 78 35 0 17 Feb 2022
Domain Adaptation for Underwater Image Enhancement via Content and Style Separation Yu-Wei Chen S. Pei 84 34 0 17 Feb 2022
A comprehensive benchmark analysis for sand dust image reconstruction Yazhong Si Fan Yang Yanru Guo Wei Zhang Yipu Yang 52 22 0 07 Feb 2022
SGUIE-Net: Semantic Attention Guided Underwater Image Enhancement with Multi-Scale Perception Qi Qi Kunqian Li Haiyong Zheng Xiang Gao Guojia Hou Kun Sun 96 125 0 08 Jan 2022
U-shape Transformer for Underwater Image Enhancement Lintao Peng Chunli Zhu Liheng Bian ViT 106 356 0 23 Nov 2021
A Survey of Fish Tracking Techniques Based on Computer Vision Weiran Li Zhenbo Li Fei Li Meng Yuan Chaojun Cen Yanyu Qi Qiannan Guo You Li 71 0 0 06 Oct 2021
An Underwater Image Semantic Segmentation Method Focusing on Boundaries and a Real Underwater Scene Semantic Segmentation Dataset Zhiwei Ma Haojie Li Zhihui Wang Dan Yu Tianyi Wang Yingshuang Gu Xin-Yue Fan Zhongxuan Luo 34 5 0 26 Aug 2021
Domain Adaptation for Underwater Image Enhancement Zhengyong Wang Liquan Shen Mei Yu Kun Wang Yufei Lin Mai Xu 96 88 0 22 Aug 2021
Single Underwater Image Enhancement Using an Analysis-Synthesis Network Zhengyong Wang Liquan Shen Mei Yu Yufei Lin Qiuyu Zhu DiffM 47 10 0 20 Aug 2021
HybrUR: A Hybrid Physical-Neural Solution for Unsupervised Underwater Image Restoration Shuaizheng Yan Xingyu Chen Zhengxing Wu Min Tan Junzhi Yu DiffM 31 23 0 06 Jul 2021
Underwater Image Restoration via Contrastive Learning and a Real-world Dataset Junlin Han M. Shoeiby T. Malthus Elizabeth Botha J. Anstee Saeed Anwar Ran Wei M. Armin Hongdong Li L. Petersson 68 70 0 20 Jun 2021
Wavelength-based Attributed Deep Neural Network for Underwater Image Restoration Prasen Kumar Sharma Ira Bisht Arijit Sur 92 112 0 15 Jun 2021
LAFFNet: A Lightweight Adaptive Feature Fusion Network for Underwater Image Enhancement Hao-Hsiang Yang Kuan-Chih Huang Wei-Ting Chen 86 59 0 04 May 2021
Underwater Image Enhancement via Medium Transmission-Guided Multi-Color Space Embedding Chongyi Li Saeed Anwar Junhui Hou Runmin Cong Chunle Guo Wenqi Ren 71 551 0 27 Apr 2021
Enhancing Underwater Image via Adaptive Color and Contrast Enhancement, and Denoising Xinjie Li Guojia Hou Kunqian Li Zhenkuan Pan 45 89 0 02 Apr 2021