Enhancing Underwater Imagery using Generative Adversarial Networks

11 January 2018

Papers citing "Enhancing Underwater Imagery using Generative Adversarial Networks"

50 / 108 papers shown

Title
FUSION: Frequency-guided Underwater Spatial Image recOnstructioN Jaskaran Singh Walia Shravan Venkatraman Pavithra LK MDE 50 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 37 0 0 30 Mar 2025
UStyle: Waterbody Style Transfer of Underwater Scenes by Depth-Guided Feature Synthesis Md Abu Bakr Siddique Junliang Liu Piyush Singh Md Jahidul Islam DiffM 52 0 0 14 Mar 2025
Benchmarking Online Object Trackers for Underwater Robot Position Locking Applications Ali Safa Waqas Aman Ali Al-Zawqari Saif M. Al-Kuwari 34 0 0 23 Feb 2025
Underwater Image Restoration Through a Prior Guided Hybrid Sense Approach and Extensive Benchmark Analysis Xiaojiao Guo Xuhang Chen Shuqiang Wang Chi-Man Pun 37 5 0 06 Jan 2025
Sonar-based Deep Learning in Underwater Robotics: Overview, Robustness and Challenges Martin Aubard Ana Madureira Luis F. Teixeira José Pinto AAML 80 2 0 16 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 70 1 0 02 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
Advanced Underwater Image Quality Enhancement via Hybrid Super-Resolution Convolutional Neural Networks and Multi-Scale Retinex-Based Defogging Techniques Yugandhar Reddy Gogireddy Jithendra Reddy Gogireddy 24 1 0 18 Oct 2024
ROSAR: An Adversarial Re-Training Framework for Robust Side-Scan Sonar Object Detection Martin Aubard László Antal Ana Madureira Luis F. Teixeira Erika Ábrahám AAML 19 1 0 14 Oct 2024
Underwater Object Detection in the Era of Artificial Intelligence: Current, Challenge, and Future Long Chen Yuzhi Huang Junyu Dong Qi Xu Sam Kwong Huimin Lu Huchuan Lu Chongyi Li 33 2 0 08 Oct 2024
Underwater Image Enhancement with Physical-based Denoising Diffusion Implicit Models Nguyen Gia Bach Chanh Minh Tran Eiji Kamioka Phan Xuan Tan 29 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 54 1 0 27 Sep 2024
SeaSplat: Representing Underwater Scenes with 3D Gaussian Splatting and a Physically Grounded Image Formation Model Daniel Yang John J. Leonard Yogesh A. Girdhar 3DGS 46 7 0 25 Sep 2024
Enhancing Underwater Imaging with 4-D Light Fields: Dataset and Method Yuji Lin Xianqiang Lyu Junhui Hou Qian Zhao Deyu Meng 53 0 0 30 Aug 2024
UIE-UnFold: Deep Unfolding Network with Color Priors and Vision Transformer for Underwater Image Enhancement Yingtie Lei Jia Yu Yihang Dong Changwei Gong Ziyang Zhou Chi-Man Pun 37 1 0 20 Aug 2024
TURTLMap: Real-time Localization and Dense Mapping of Low-texture Underwater Environments with a Low-cost Unmanned Underwater Vehicle Jingyu Song Onur Bagoren Razan Andigani A. Sethuraman Katherine A. Skinner 35 4 0 02 Aug 2024
Image-Conditional Diffusion Transformer for Underwater Image Enhancement Xingyang Nie Su Pan Xiaoyu Zhai Shifei Tao Fengzhong Qu Biao Wang Huilin Ge Guojie Xiao 41 2 0 07 Jul 2024
A Physical Model-Guided Framework for Underwater Image Enhancement and Depth Estimation Dazhao Du Enhan Li Hui Xiong Fanjiang Xu Jianwei Niu Gang Hua 43 3 0 05 Jul 2024
IDA-UIE: An Iterative Framework for Deep Network-based Degradation Aware Underwater Image Enhancement Pranjali Singh Prithwijit Guha 25 0 0 26 Jun 2024
Capsule Enhanced Variational AutoEncoder for Underwater Image Reconstruction Rita Pucci N. Martinel 42 0 0 03 Jun 2024
A Comprehensive Survey on Underwater Image Enhancement Based on Deep Learning Xiaofeng Cong Yu Zhao Jie Gui Junming Hou Dacheng Tao 42 6 0 30 May 2024
Underwater Variable Zoom: Depth-Guided Perception Network for Underwater Image Enhancement Zhixiong Huang Xinying Wang Sheng-lan Liu Jinjiang Li Lin Feng MDE 34 2 0 27 Apr 2024
Separated Attention: An Improved Cycle GAN Based Under Water Image Enhancement Method Tashmoy Ghosh GAN 32 0 0 11 Apr 2024
End-To-End Underwater Video Enhancement: Dataset and Model Dazhao Du Enhan Li Hui Xiong Fanjiang Xu Jianwei Niu 37 3 0 18 Mar 2024
Learning A Physical-aware Diffusion Model Based on Transformer for Underwater Image Enhancement Chen Zhao Chenyu Dong Weiling Cai 46 11 0 03 Mar 2024
MuLA-GAN: Multi-Level Attention GAN for Enhanced Underwater Visibility A. B. Bakht Zikai Jia Muhayy ud Din Waseem Akram L. Saad Saoud Lakmal D. Seneviratne Defu Lin Shaoming He Irfan Hussain 18 9 0 25 Dec 2023
UIEDP:Underwater Image Enhancement with Diffusion Prior Dazhao Du Enhan Li Hui Xiong Fanjiang Xu Jianwei Niu Gang Hua 45 7 0 11 Dec 2023
Is Underwater Image Enhancement All Object Detectors Need? Yudong Wang Jichang Guo Wanru He Huan Gao Huihui Yue Zenan Zhang Chongyi Li ObjD 36 20 0 30 Nov 2023
Wavelet-based Fourier Information Interaction with Frequency Diffusion Adjustment for Underwater Image Restoration Chen Zhao Weiling Cai Chenyu Dong Chengwei Hu 29 40 0 28 Nov 2023
A deep learning approach for marine snow synthesis and removal Fernando J. Galetto Guang Deng GAN 29 1 0 27 Nov 2023
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
UWFormer: Underwater Image Enhancement via a Semi-Supervised Multi-Scale Transformer Weiwen Chen Zinuo Li Shenghong Luo Weiwen Chen Mingxian Li Chi-Man Pun ViT 19 5 0 31 Oct 2023
Deep Learning for Visual Navigation of Underwater Robots M. Sunbeam 24 0 0 30 Oct 2023
Underwater Image Enhancement by Transformer-based Diffusion Model with Non-uniform Sampling for Skip Strategy Yi Tang Takafumi Iwaguchi Hiroshi Kawasaki 29 51 0 07 Sep 2023
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
A Generalized Physical-knowledge-guided Dynamic Model for Underwater Image Enhancement Pan Mu Hanning Xu Zheyuan Liu Zhigang Wang Sixian Chan Cong Bai 35 18 0 10 Aug 2023
Transmission and Color-guided Network for Underwater Image Enhancement Pan Mu Jingwan Fang Haotian Qian Cong Bai DiffM 22 2 0 09 Aug 2023
UW-ProCCaps: UnderWater Progressive Colourisation with Capsules Rita Pucci N. Martinel 34 2 0 03 Jul 2023
UIERL: Internal-External Representation Learning Network for Underwater Image Enhancement Zhengyong Wang Liquan Shen Yihan Yu Yuan Hui 22 4 0 14 Jun 2023
MarineVRS: Marine Video Retrieval System with Explainability via Semantic Understanding Tan-Sang Ha Hai Nguyen-Truong Tuan-Anh Vu Sai-Kit Yeung 36 0 0 07 Jun 2023
Neural Preset for Color Style Transfer Zhanghan Ke Yuhao Liu Lei Zhu Nanxuan Zhao Rynson W. H. Lau 35 34 0 23 Mar 2023
MetaUE: Model-based Meta-learning for Underwater Image Enhancement Zhenwei Zhang Haorui Yan K. Tang Yuping Duan 46 5 0 12 Mar 2023
DeepSeeColor: Realtime Adaptive Color Correction for Autonomous Underwater Vehicles via Deep Learning Methods Stewart Jamieson Jonathan P. How Yogesh A. Girdhar 21 9 0 07 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
UW-CVGAN: UnderWater Image Enhancement with Capsules Vectors Quantization Rita Pucci C. Micheloni N. Martinel 27 0 0 02 Feb 2023
An Attention-based Multi-Scale Feature Learning Network for Multimodal Medical Image Fusion Menghui Zhou Xiaolan Xu Yuxuan Zhang MedIm 6 5 0 09 Dec 2022
GAMMA: Generative Augmentation for Attentive Marine Debris Detection Vaishnavi Khindkar Janhavi Khindkar ViT 19 1 0 07 Dec 2022
Towards Realistic Underwater Dataset Generation and Color Restoration Neham Jain G. Matta Kaushik Mitra 33 4 0 27 Nov 2022