Enhancing Underwater Imagery using Generative Adversarial Networks

11 January 2018

Papers citing "Enhancing Underwater Imagery using Generative Adversarial Networks"

50 / 108 papers shown

Title
Semantic-aware Texture-Structure Feature Collaboration for Underwater Image Enhancement Di Wang Long Ma Risheng Liu Xin-Yue Fan 22 25 0 19 Nov 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
WaterNeRF: Neural Radiance Fields for Underwater Scenes A. Sethuraman M. Ramanagopal Katherine A. Skinner 54 34 0 27 Sep 2022
Marine Video Kit: A New Marine Video Dataset for Content-based Analysis and Retrieval Quang-Trung Truong Tuan-Anh Vu Tan-Sang Ha Lokoc Jakub Yue Him Wong Tim Ajay Joneja Sai-Kit Yeung VGen 30 21 0 23 Sep 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 27 10 0 04 Aug 2022
Uncertainty Inspired Underwater Image Enhancement Zhenqi Fu Wu Wang Yue Huang Xinghao Ding K. Ma 23 129 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
Underwater Image Enhancement Using Pre-trained Transformer Abderrahmene Boudiaf Yuhang Guo Adarsh Ghimire Naoufel Werghi G. D. Masi S. Javed Jorge Dias ViT 15 7 0 08 Apr 2022
Medium Transmission Map Matters for Learning to Restore Real-World Underwater Images Kai Yan LanYue Liang Ziqiang Zheng Guoqing Wang Yang Yang 15 13 0 17 Mar 2022
Towards More Efficient EfficientDets and Low-Light Real-Time Marine Debris Detection Federico Zocco Ching-I Huang Hsueh-Cheng Wang M. O. Khyam Mien Van 22 22 0 14 Mar 2022
A high-precision underwater object detection based on joint self-supervised deblurring and improved spatial transformer network Xiuyuan Li F. Li Jiangang Yu Guowen An ViT 19 5 0 09 Mar 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
SGUIE-Net: Semantic Attention Guided Underwater Image Enhancement with Multi-Scale Perception Qi Qi Kunqian Li Haiyong Zheng Xiang Gao Guojia Hou Kun Sun 21 115 0 08 Jan 2022
Underwater Object Classification and Detection: first results and open challenges Andre Jesus Claudio Zito Claudio Tortorici E. Roura G. D. Masi ObjD 13 11 0 04 Jan 2022
U-shape Transformer for Underwater Image Enhancement Lintao Peng Chunli Zhu Liheng Bian ViT 27 325 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 47 0 0 06 Oct 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
Single Underwater Image Enhancement Using an Analysis-Synthesis Network Zhengyong Wang Liquan Shen Mei Yu Yufei Lin Qiuyu Zhu DiffM 18 9 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 19 21 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 30 65 0 20 Jun 2021
Wavelength-based Attributed Deep Neural Network for Underwater Image Restoration Prasen Kumar Sharma Ira Bisht Arijit Sur 29 103 0 15 Jun 2021
LAFFNet: A Lightweight Adaptive Feature Fusion Network for Underwater Image Enhancement Hao-Hsiang Yang Kuan-Chih Huang Wei-Ting Chen 35 59 0 04 May 2021
Marine Snow Removal Benchmarking Dataset Reina Kaneko Yuya Sato T. Ueda Hiroshi Higashi Yuichi Tanaka 29 9 0 26 Mar 2021
Single Underwater Image Restoration by Contrastive Learning Junlin Han M. Shoeiby T. Malthus Elizabeth Botha J. Anstee Saeed Anwar Ran Wei L. Petersson M. Armin DiffM 32 49 0 17 Mar 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 filtering: methods, datasets and evaluation C. Li Riccardo Mazzon Andrea Cavallaro 23 10 0 22 Dec 2020
A Generative Approach for Detection-driven Underwater Image Enhancement Chelsey Edge M. Islam Christopher Morse Junaed Sattar 30 7 0 10 Dec 2020
SVAM: Saliency-guided Visual Attention Modeling by Autonomous Underwater Robots M. Islam R. Wang Junaed Sattar 16 44 0 12 Nov 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 24 33 0 21 Aug 2020
A Benchmark dataset for both underwater image enhancement and underwater object detection Long Chen Lei Tong Feixiang Zhou Zheheng Jiang Zhenyang Li Jialin Lv Junyu Dong Huiyu Zhou 4 9 0 29 Jun 2020
Underwater image enhancement with Image Colorfulness Measure Hui Li Xi Yang Zhenming Li Tianlun Zhang 6 16 0 18 Apr 2020
Unlimited Resolution Image Generation with R2D2-GANs Marija Jegorova Antti Ilari Karjalainen Jose Vazquez Timothy M. Hospedales GAN 30 7 0 02 Mar 2020
Domain Adaptive Adversarial Learning Based on Physics Model Feedback for Underwater Image Enhancement Yuan Zhou Kangming Yan DiffM 14 10 0 20 Feb 2020
MLFcGAN: Multi-level Feature Fusion based Conditional GAN for Underwater Image Color Correction Xiaodong Liu Zhi Gao Ben M. Chen GAN 33 80 0 13 Feb 2020
Simultaneous Enhancement and Super-Resolution of Underwater Imagery for Improved Visual Perception M. Islam Peigen Luo Junaed Sattar 23 186 0 04 Feb 2020
UWGAN: Underwater GAN for Real-world Underwater Color Restoration and Dehazing Nan Wang Yabin Zhou F. Han H. Zhu Yaojing Zheng GAN 27 96 0 21 Dec 2019
Machine Vision for Improved Human-Robot Cooperation in Adverse Underwater Conditions M. Islam 23 0 0 29 Oct 2019
Real-Time Multi-Diver Tracking and Re-identification for Underwater Human-Robot Collaboration Karin de Langis Junaed Sattar VOT 23 16 0 21 Oct 2019
Full-Scale Continuous Synthetic Sonar Data Generation with Markov Conditional Generative Adversarial Networks Marija Jegorova Antti Ilari Karjalainen Jose Vazquez Timothy Hospedales 6 12 0 15 Oct 2019
A Generative Approach Towards Improved Robotic Detection of Marine Litter Jungseok Hong Michael Fulton Junaed Sattar 25 21 0 10 Oct 2019
Underwater Image Super-Resolution using Deep Residual Multipliers M. Islam Sadman Sakib Enan Peigen Luo Junaed Sattar 29 66 0 20 Sep 2019
Diving Deeper into Underwater Image Enhancement: A Survey Saeed Anwar Chongyi Li 30 192 0 17 Jul 2019
Jointly Adversarial Network to Wavelength Compensation and Dehazing of Underwater Images Xueyan Ding Yafei Wang Yang Yan Zheng Liang Zetian Mi Xianping Fu GAN 17 13 0 12 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
A Fusion Adversarial Underwater Image Enhancement Network with a Public Test Dataset Hanyu Li Jingjing Li Wei Wang 6 3 0 17 Jun 2019
All-In-One Underwater Image Enhancement using Domain-Adversarial Learning Pritish Uplavikar Zhenyu Wu Zhangyang Wang 19 128 0 30 May 2019
Underwater Color Restoration Using U-Net Denoising Autoencoder Yousif Hashisho Mohamad Albadawi T. Krause U. V. Lukas 17 32 0 22 May 2019
Real-time Model-based Image Color Correction for Underwater Robots Monika Roznere Alberto Quattrini Li 11 29 0 12 Apr 2019
Fast Underwater Image Enhancement for Improved Visual Perception M. Islam Youya Xia Junaed Sattar GAN 32 873 0 23 Mar 2019