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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
Bidirectional Image-Event Guided Low-Light Image Enhancement Zhanwen Liu Huanna Song Yang Wang Nan Yang Shangyu Xie Yisheng An Xiangmo Zhao 45 0 0 06 Jun 2025
Physics Informed Capsule Enhanced Variational AutoEncoder for Underwater Image Enhancement N. Martinel Rita Pucci 91 0 0 05 Jun 2025
From Controlled Scenarios to Real-World: Cross-Domain Degradation Pattern Matching for All-in-One Image Restoration Junyu Fan Chuanlin Liao Yi Lin 11 0 0 28 May 2025
Plenodium: UnderWater 3D Scene Reconstruction with Plenoptic Medium Representation Changguanng Wu Jiangxin Dong Chengjian Li J. Tang 71 0 0 27 May 2025
Underwater Diffusion Attention Network with Contrastive Language-Image Joint Learning for Underwater Image Enhancement Afrah Shaahid Muzammil Behzad 19 0 0 26 May 2025
UWSAM: Segment Anything Model Guided Underwater Instance Segmentation and A Large-scale Benchmark Dataset Hua Li Shijie Lian Zhiyuan Li Runmin Cong Sam Kwong VLM 79 0 0 21 May 2025
Towards Generating Realistic Underwater Images Abdul-Kazeem Shamba GAN 59 0 0 20 May 2025
UnfoldIR: Rethinking Deep Unfolding Network in Illumination Degradation Image Restoration Chunming He Rihan Zhang Fengyang Xiao Chengyu Fang Longxiang Tang Yuanxing Zhang Sina Farsiu 108 1 0 10 May 2025
Causal Prompt Calibration Guided Segment Anything Model for Open-Vocabulary Multi-Entity Segmentation Wenwen Qiang Jianqi Zhang Jingyao Wang Changwen Zheng VLM 137 0 0 10 May 2025
A Preliminary Study for GPT-4o on Image Restoration Hao Yang Yiran Yang Ruikun Zhang Liyuan Pan 97 1 0 08 May 2025
Image Restoration via Multi-domain Learning Xingyu Jiang Ning Gao Xiuhui Zhang Hongkun Dou Shaowen Fu Xiaoqing Zhong Haoyang Li Yue Deng ViT 105 0 0 07 May 2025
BARIS: Boundary-Aware Refinement with Environmental Degradation Priors for Robust Underwater Instance Segmentation Pin-Chi Pan Soo-Chang Pei 98 0 0 28 Apr 2025
Marine Snow Removal Using Internally Generated Pseudo Ground Truth A. Malyugina Guoxi Huang Eduardo Ruiz Benjamin Leslie Nantheera Anantrasirichai 48 0 0 27 Apr 2025
Adaptive Dual-domain Learning for Underwater Image Enhancement Lingtao Peng Liheng Bian 57 0 0 27 Apr 2025
snnTrans-DHZ: A Lightweight Spiking Neural Network Architecture for Underwater Image Dehazing Vidya Sudevan F. Zayer Rizwana Kausar S. Javed Hamad Karki G. D. Masi Jorge Dias 99 0 0 13 Apr 2025
FUSION: Frequency-guided Underwater Spatial Image recOnstructioN Jaskaran Singh Walia Shravan Venkatraman Pavithra LK MDE 119 0 0 01 Apr 2025
FSSUWNet: Mitigating the Fragility of Pre-trained Models with Feature Enhancement for Few-Shot Semantic Segmentation in Underwater Images Zhuohao Li Zhicheng Huang Wenchao Liu Zhuxing Zhang Jianming Miao 108 0 0 01 Apr 2025
Improving underwater semantic segmentation with underwater image quality attention and muti-scale aggregation attention Xin Zuo Jiaran Jiang Jifeng Shen Wankou Yang 105 0 0 30 Mar 2025
Underwater Image Enhancement by Convolutional Spiking Neural Networks Vidya Sudevan F. Zayer Rizwana Kausar S. Javed Hamad Karki G. D. Masi Jorge Dias 135 1 0 26 Mar 2025
Cross-Domain Underwater Image Enhancement Guided by No-Reference Image Quality Assessment: A Transfer Learning Approach Zhi Zhang Daoyi Chen 82 0 0 23 Mar 2025
DPF-Net: Physical Imaging Model Embedded Data-Driven Underwater Image Enhancement Han Mei Kunqian Li Shuaixin Liu Chengzhi Ma Qianli Jiang 84 0 0 16 Mar 2025
UStyle: Waterbody Style Transfer of Underwater Scenes by Depth-Guided Feature Synthesis Md Abu Bakr Siddique Vaishnav Ramesh Junliang Liu Piyush Singh Md Jahidul Islam DiffM 104 0 0 14 Mar 2025
UDBE: Unsupervised Diffusion-based Brightness Enhancement in Underwater Images Tatiana Taís Schein Gustavo Pereira de Almeira Stephanie Loi Brião Rodrigo Andrade de Bem Felipe Gomes de Oliveira Paulo L. J. Drews-Jr 87 0 0 28 Jan 2025
UniUIR: Considering Underwater Image Restoration as An All-in-One Learner Xu Zhang Huan Zhang Guoli Wang Qian Zhang Lefei Zhang Bo Du 476 1 0 22 Jan 2025
Underwater Image Enhancement using Generative Adversarial Networks: A Survey Kancharagunta Kishan Babu Ashreen Tabassum Bommakanti Navaneeth Tenneti Jahnavi Yenka Akshaya GAN 84 1 0 10 Jan 2025
Underwater Image Restoration Through a Prior Guided Hybrid Sense Approach and Extensive Benchmark Analysis Xiaojiao Guo Xuhang Chen Shuqiang Wang Chi-Man Pun 84 8 0 06 Jan 2025
UniRestorer: Universal Image Restoration via Adaptively Estimating Image Degradation at Proper Granularity Jingbo Lin Zhilu Zhang Wenbo Li Renjing Pei Hang Xu Hongzhi Zhang Wangmeng Zuo 114 1 0 28 Dec 2024
NeuroPump: Simultaneous Geometric and Color Rectification for Underwater Images Yue Guo Haoxiang Liao H. Ling Bingyao Huang DiffM 173 0 0 20 Dec 2024
Zero-Shot Low Light Image Enhancement with Diffusion Prior Joshua Cho Sara Aghajanzadeh Zhen Zhu David A. Forsyth DiffM 258 2 0 18 Dec 2024
Phaseformer: Phase-based Attention Mechanism for Underwater Image Restoration and Beyond MD Raqib Khan Anshul Negi Ashutosh Kulkarni Shruti S. Phutke Santosh Kumar Vipparthi Subrahmanyam Murala 111 1 0 02 Dec 2024
LUIEO: A Lightweight Model for Integrating Underwater Image Enhancement and Object Detection Bin Li Li Li Zhenwei Zhang Yuping Duan 159 0 0 01 Dec 2024
HUPE: Heuristic Underwater Perceptual Enhancement with Semantic Collaborative Learning Zengxi Zhang Zhiying Jiang Long Ma Jinyuan Liu Xin-Yue Fan Risheng Liu 157 2 0 27 Nov 2024
Underwater Image Enhancement with Cascaded Contrastive Learning Yi Liu Qiuping Jiang Xinyu Wang Ting Luo Jingchun Zhou 65 4 0 16 Nov 2024
Dropout the High-rate Downsampling: A Novel Design Paradigm for UHD Image Restoration Chen Wu Ling Wang Long Peng Dianjie Lu Zhuoran Zheng 85 0 0 10 Nov 2024
UnDIVE: Generalized Underwater Video Enhancement Using Generative Priors Suhas Srinath Aditya Chandrasekar Hemang Jamadagni R. Soundararajan Prathosh A P VGen DiffM 55 0 0 08 Nov 2024
AquaFuse: Waterbody Fusion for Physics Guided View Synthesis of Underwater Scenes Md Abu Bakr Siddique Jiayi Wu Ioannis M. Rekleitis Md Jahidul Islam 107 2 0 02 Nov 2024
Aquatic-GS: A Hybrid 3D Representation for Underwater Scenes Shaohua Liu Junzhe Lu Zuoya Gu Jiajun Li Yue Deng 3DGS 167 2 0 31 Oct 2024
LoLI-Street: Benchmarking Low-Light Image Enhancement and Beyond Md Tanvir Islam Inzamamul Alam Simon Woo Saeed Anwar IK Hyun Lee Khan Muhammad ViT 64 4 0 13 Oct 2024
Learning Efficient and Effective Trajectories for Differential Equation-based Image Restoration Zhiyu Zhu Jinhui Hou Hui Liu H. Zeng Junhui Hou 81 0 0 07 Oct 2024
PDCFNet: Enhancing Underwater Images through Pixel Difference Convolution Song Zhang Daoliang Li Ran Zhao 67 2 0 28 Sep 2024
Underwater Image Enhancement with Physical-based Denoising Diffusion Implicit Models Nguyen Gia Bach Chanh Minh Tran Eiji Kamioka Phan Xuan Tan 55 0 0 27 Sep 2024
ReviveDiff: A Universal Diffusion Model for Restoring Images in Adverse Weather Conditions Wenfeng Huang Guoan Xu Wenjing Jia Stuart W. Perry Guangwei Gao 143 1 0 27 Sep 2024
PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions Weifeng Lin Xinyu Wei Renrui Zhang Le Zhuo Shitian Zhao ... Junlin Xie Junlin Xie Yu Qiao Peng Gao Hongsheng Li MLLM DiffM 186 14 0 23 Sep 2024
Underwater Image Enhancement via Dehazing and Color Restoration Chengqin Wu Shuai Yu Tuyan Luo Qiuhua Rao Qingson Hu Jingxiang Xu Lijun Zhang DiffM 135 1 0 15 Sep 2024
Unrevealed Threats: A Comprehensive Study of the Adversarial Robustness of Underwater Image Enhancement Models Siyu Zhai Zhibo He Xiaofeng Cong Junming Hou Jie Gui Jian Wei You Xin Gong James Tin-Yau Kwok Yuan Yan Tang AAML 56 0 0 10 Sep 2024
UWStereo: A Large Synthetic Dataset for Underwater Stereo Matching Qingxuan Lv Junyu Dong Yuezun Li Sheng Chen Hui Yu Shu Zhang Wenhan Wang 3DV 67 0 0 03 Sep 2024
SINET: Sparsity-driven Interpretable Neural Network for Underwater Image Enhancement Gargi Panda Soumitra Kundu Saumik Bhattacharya Aurobinda Routray 142 0 0 02 Sep 2024
Enhancing Underwater Imaging with 4-D Light Fields: Dataset and Method Yuji Lin Xianqiang Lyu Junhui Hou Qian Zhao Deyu Meng 81 0 0 30 Aug 2024
Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration Xu Zhang Jiaqi Ma Guoli Wang Qian Zhang Huan Zhang Lefei Zhang VLM 183 10 0 28 Aug 2024
O-Mamba: O-shape State-Space Model for Underwater Image Enhancement Chenyu Dong Chen Zhao Weiling Cai Bo Yang Mamba 104 2 0 23 Aug 2024