Real-world Underwater Enhancement: Challenges, Benchmarks, and Solutions

15 January 2019

Papers citing "Real-world Underwater Enhancement: Challenges, Benchmarks, and Solutions"

28 / 28 papers shown

Title
A Preliminary Study for GPT-4o on Image Restoration Hao-Liang Yang Y. Yang Ruikun Zhang Liyuan Pan 33 0 0 08 May 2025
BARIS: Boundary-Aware Refinement with Environmental Degradation Priors for Robust Underwater Instance Segmentation Pin-Chi Pan Soo-Chang Pei 54 0 0 28 Apr 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 51 0 0 28 Jan 2025
UniUIR: Considering Underwater Image Restoration as An All-in-One Learner Xu Zhang Huan Zhang Guoli Wang Q. Zhang L. Zhang Bo Du 192 0 0 22 Jan 2025
PixMamba: Leveraging State Space Models in a Dual-Level Architecture for Underwater Image Enhancement Wei-Tung Lin Yong-Xiang Lin Jyun-Wei Chen Kai-Lung Hua Mamba 23 5 0 12 Jun 2024
A Comprehensive Survey on Underwater Image Enhancement Based on Deep Learning Xiaofeng Cong Yu Zhao Jie Gui Junming Hou Dacheng Tao 31 6 0 30 May 2024
A 7K Parameter Model for Underwater Image Enhancement based on Transmission Map Prior Fuheng Zhou Dikai Wei Ye Fan Yulong Huang Yonggang Zhang 27 0 0 25 May 2024
WaterMamba: Visual State Space Model for Underwater Image Enhancement Meisheng Guan Haiyong Xu G. Jiang Mei Yu Yeyao Chen Ting Luo Yang Song Mamba 37 2 0 14 May 2024
RAUNE-Net: A Residual and Attention-Driven Underwater Image Enhancement Method Wangzhen Peng Chenghao Zhou Runze Hu Jingchao Cao Yutao Liu 6 11 0 01 Nov 2023
Hybrid-Supervised Dual-Search: Leveraging Automatic Learning for Loss-free Multi-Exposure Image Fusion Guanyao Wu Hongming Fu Jinyuan Liu Long Ma Xin-Yue Fan Risheng Liu 28 9 0 03 Sep 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
Joint Perceptual Learning for Enhancement and Object Detection in Underwater Scenarios C. Fu Wanqi Yuan Jiewen Xiao Risheng Liu Xin-Yue Fan 20 0 0 07 Jul 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
Towards Realistic Underwater Dataset Generation and Color Restoration Neham Jain G. Matta Kaushik Mitra 25 3 0 27 Nov 2022
Semantic-aware Texture-Structure Feature Collaboration for Underwater Image Enhancement Di Wang Long Ma Risheng Liu Xin-Yue Fan 14 25 0 19 Nov 2022
Review On Deep Learning Technique For Underwater Object Detection Radhwan Adnan Dakhil A. R. Khayeat 19 11 0 21 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 54 11 0 06 Sep 2022
Uncertainty Inspired Underwater Image Enhancement Zhenqi Fu Wu Wang Yue Huang Xinghao Ding K. Ma 17 129 0 20 Jul 2022
A comprehensive benchmark analysis for sand dust image reconstruction Yazhong Si Fan Yang Yanru Guo Wei Zhang Yipu Yang 6 21 0 07 Feb 2022
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 17 526 0 27 Apr 2021
Enhancing Underwater Image via Adaptive Color and Contrast Enhancement, and Denoising Xinjie Li Guojia Hou Kunqian Li Zhenkuan Pan 10 83 0 02 Apr 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
SWIPENET: Object detection in noisy underwater images Long Chen Feixiang Zhou Shengke Wang Junyu Dong Ning Li Haiping Ma Xin Wang Huiyu Zhou 13 17 0 19 Oct 2020
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 11 33 0 21 Aug 2020
Underwater Image Super-Resolution using Deep Residual Multipliers M. Islam Sadman Sakib Enan Peigen Luo Junaed Sattar 21 66 0 20 Sep 2019
DehazeNet: An End-to-End System for Single Image Haze Removal Bolun Cai Xiangmin Xu K. Jia Chunmei Qing Dacheng Tao 117 2,399 0 28 Jan 2016
An Image Based Technique for Enhancement of Underwater Images C. J. Prabhakar P. U. P. Kumar DiffM 54 74 0 03 Dec 2012