v1v2v3v4 (latest)

Benchmarking Single Image Dehazing and Beyond

12 December 2017

Boyi Li

Wenqi Ren

Papers citing "Benchmarking Single Image Dehazing and Beyond"

50 / 328 papers shown

Title
SelfPromer: Self-Prompt Dehazing Transformers with Depth-Consistency Cong Wang Jin-shan Pan Wanyu Lin Jiangxin Dong Xiaomei Wu VLM MDE 92 41 0 13 Mar 2023
DEHRFormer: Real-time Transformer for Depth Estimation and Haze Removal from Varicolored Haze Scenes Sixiang Chen Tian-Chun Ye Jun Shi Yun-Peng Liu J. Jiang Erkang Chen Peng Chen ViT 65 13 0 13 Mar 2023
Non-aligned supervision for Real Image Dehazing Junkai Fan Fei Guo J. Qian Xiang Li Jun Yu Li Jian Yang 98 5 0 08 Mar 2023
Image Restoration with Mean-Reverting Stochastic Differential Equations Ziwei Luo Fredrik K. Gustafsson Zheng Zhao Jens Sjölund Thomas B. Schon DiffM 115 173 0 27 Jan 2023
DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention Zixuan Chen Zewei He Zhe-ming Lu 81 224 0 12 Jan 2023
Restoring Vision in Hazy Weather with Hierarchical Contrastive Learning Tao Wang Guangpin Tao Wanglong Lu Kaihao Zhang Wenhan Luo Xiaoqin Zhang Tong Lu 76 45 0 22 Dec 2022
Neural Volume Super-Resolution Yuval Bahat Yuxuan Zhang Hendrik Sommerhoff A. Kolb Felix Heide SupR 58 7 0 09 Dec 2022
Relationship Quantification of Image Degradations Wenxin Wang Boyun Li Yuanbiao Gou Peng Hu Wangmeng Zuo Xiaocui Peng 76 5 0 08 Dec 2022
Rethinking Generative Methods for Image Restoration in Physics-based Vision: A Theoretical Analysis from the Perspective of Information Xudong Kang H. Xie Man-Leung Wong J. Qin 82 0 0 05 Dec 2022
Object Detection in Foggy Scenes by Embedding Depth and Reconstruction into Domain Adaptation Xin Yang Michael Bi Mi Yuan. Yuan Xin Wang R. Tan 78 4 0 24 Nov 2022
Dehazed Image Quality Evaluation: From Partial Discrepancy to Blind Perception Wei Zhou Ruizeng Zhang Leida Li Hantao Liu Hui Chen 63 8 0 22 Nov 2022
Towards Generalization on Real Domain for Single Image Dehazing via Meta-Learning Wenqi Ren Qiyu Sun Chaoqiang Zhao Yang Tang 69 3 0 14 Nov 2022
ClassPruning: Speed Up Image Restoration Networks by Dynamic N:M Pruning Yang Zhou Yuda Song Hui Qian Xin Du VLM 65 1 0 10 Nov 2022
Semi-UFormer: Semi-supervised Uncertainty-aware Transformer for Image Dehazing M. Tong Yongzhen Wang Peng Cui Xu Yan Mingqiang Wei ViT 83 5 0 28 Oct 2022
Nighttime Dehaze-Enhancement Harshan Baskar Anirudh SSrinivasanChakravarthy Prateek Garg Divyam Goel Abhijith S. Raj K. Kumar Lakshya Ravichandra Parvatham V. Sushant B. K. Rout 27 0 0 18 Oct 2022
See Blue Sky: Deep Image Dehaze Using Paired and Unpaired Training Images Xiaoyan Zhang Gaoyang Tang Ying J. Zhu Qi Tian GAN 32 0 0 14 Oct 2022
Deep Idempotent Network for Efficient Single Image Blind Deblurring Yuxin Mao Zhexiong Wan Yuchao Dai Xin Yu VLM 59 22 0 13 Oct 2022
Deep Fourier Up-Sampling Man Zhou Huikang Yu Jie Huang Fengmei Zhao Liang Feng Chen Change Loy Deyu Meng Chongyi Li OOD 79 56 0 11 Oct 2022
Structure Representation Network and Uncertainty Feedback Learning for Dense Non-Uniform Fog Removal Yeying Jin Wending Yan Wenhan Yang R. Tan 100 41 0 06 Oct 2022
Dual-former: Hybrid Self-attention Transformer for Efficient Image Restoration Sixiang Chen Tian-Chun Ye Yun-Peng Liu Erkang Chen ViT 66 17 0 03 Oct 2022
GDIP: Gated Differentiable Image Processing for Object-Detection in Adverse Conditions Sanket Kalwar Dhruv V. Patel Aakash Aanegola Krishna Reddy Konda Sourav Garg K. M. Krishna 98 42 0 29 Sep 2022
Rethinking Performance Gains in Image Dehazing Networks Yuda Song Yang Zhou Hui Qian Xin Du SSeg 79 51 0 23 Sep 2022
RVSL: Robust Vehicle Similarity Learning in Real Hazy Scenes Based on Semi-supervised Learning Wei-Ting Chen I-Hsiang Chen C. Yeh Han Yang Hua-En Chang Jianwei Ding Sy-Yen Kuo 97 9 0 18 Sep 2022
Dynamics-informed deconvolutional neural networks for super-resolution identification of regime changes in epidemiological time series J. Vilar L. Saiz 29 8 0 16 Sep 2022
Dual-Scale Single Image Dehazing Via Neural Augmentation Zhengguo Li Chaobing Zheng Haiyan Shu Shiqian Wu 116 51 0 13 Sep 2022
LKD-Net: Large Kernel Convolution Network for Single Image Dehazing Pinjun Luo Guoqiang Xiao Xinbo Gao Song Wu 66 32 0 05 Sep 2022
4D LUT: Learnable Context-Aware 4D Lookup Table for Image Enhancement Chengxu Liu Huan Yang Jianlong Fu Xueming Qian 64 36 0 05 Sep 2022
TogetherNet: Bridging Image Restoration and Object Detection Together via Dynamic Enhancement Learning Yongzhen Wang Xu Yan Kaiwen Zhang Lina Gong H. Xie F. Wang Mingqiang Wei 77 32 0 03 Sep 2022
QSAM-Net: Rain streak removal by quaternion neural network with self-attention module V. Frants S. Agaian K. Panetta 73 11 0 08 Aug 2022
Single Frame Atmospheric Turbulence Mitigation: A Benchmark Study and A New Physics-Inspired Transformer Model Zhiyuan Mao Ajay Jaiswal Zhangyang Wang Stanley H. Chan 85 51 0 20 Jul 2022
Source-Free Domain Adaptation for Real-world Image Dehazing Huikang Yu Jie Huang Yajing Liu Qibang Zhu Man Zhou Fengmei Zhao 79 35 0 14 Jul 2022
Rich Feature Distillation with Feature Affinity Module for Efficient Image Dehazing S. J. Anushri Suresh Nisha J.S. V. Gopi VLM 99 6 0 13 Jul 2022
A Multi-purpose Realistic Haze Benchmark with Quantifiable Haze Levels and Ground Truth Priya Narayanan Xin Hu Zhenyu Wu Matthew D. Thielke J. Rogers ... James D. Brown Long Quang James R. Uplinger H. Kwon Zhangyang Wang 94 11 0 13 Jun 2022
Orthogonal Transform based Generative Adversarial Network for Image Dehazing Ahlad Kumar Mantra Sanathra M. Khare Vijeta Khare 17 1 0 03 Jun 2022
A Review of Mobile Mapping Systems: From Sensors to Applications Mostafa Elhashash Hessah Albanwan R. Qin 69 66 0 31 May 2022
UCL-Dehaze: Towards Real-world Image Dehazing via Unsupervised Contrastive Learning Yongzhen Wang Xu Yan F. Wang H. Xie Wenhan Yang Mingqiang Wei J. Qin 90 59 0 04 May 2022
Unsupervised Restoration of Weather-affected Images using Deep Gaussian Process-based CycleGAN R. Yasarla Vishwanath A. Sindagi Vishal M. Patel 140 2 0 23 Apr 2022
Towards Efficient Single Image Dehazing and Desnowing Tian-Chun Ye Sixiang Chen Yun-Peng Liu Erkang Chen Yuche Li 73 7 0 19 Apr 2022
Robust Single Image Dehazing Based on Consistent and Contrast-Assisted Reconstruction De Cheng Yan Li Dingwen Zhang N. Wang Xinbo Gao Jiande Sun 32 6 0 29 Mar 2022
Underwater Light Field Retention : Neural Rendering for Underwater Imaging Tian-Chun Ye Sixiang Chen Yunzhuo Liu Y. Ye Erkang Chen Yuche Li 69 40 0 21 Mar 2022
Mutual Learning for Domain Adaptation: Self-distillation Image Dehazing Network with Sample-cycle Tian-Chun Ye Yun-Peng Liu Yunchen Zhang Sixiang Chen Erkang Chen 50 5 0 17 Mar 2022
ART-SS: An Adaptive Rejection Technique for Semi-Supervised restoration for adverse weather-affected images R. Yasarla Carey E. Priebe Vishal M. Patel 62 3 0 17 Mar 2022
Multi-Curve Translator for High-Resolution Photorealistic Image Translation Yuda Song Hui Qian Xin Du 60 5 0 15 Mar 2022
Unpaired Deep Image Dehazing Using Contrastive Disentanglement Learning Xiang Chen Zhe-Cheng Fan Yufeng Li Longgang Dai Caihua Kong Zhuoran Zheng Yufeng Huang Yufeng Li 88 46 0 15 Mar 2022
Deep Single Image Deraining using An Asymetric Cycle Generative and Adversarial Framework Wei Liu Rui Jiang Cheng Chen Tao Lu Zixiang Xiong 111 0 0 19 Feb 2022
Unpaired Quad-Path Cycle Consistent Adversarial Networks for Single Image Defogging Wei Liu Cheng Chen Rui Jiang Tao Lu Zixiang Xiong GAN 17 1 0 19 Feb 2022
Domain Adaptation for Underwater Image Enhancement via Content and Style Separation Yu-Wei Chen S. Pei 84 35 0 17 Feb 2022
A comprehensive benchmark analysis for sand dust image reconstruction Yazhong Si Fan Yang Yanru Guo Wei Zhang Yipu Yang 54 22 0 07 Feb 2022
Smart Parking Space Detection under Hazy conditions using Convolutional Neural Networks: A Novel Approach Gaurav Satyanath J. Sahoo R. Roul 26 16 0 15 Jan 2022
MAXIM: Multi-Axis MLP for Image Processing Zhengzhong Tu Hossein Talebi Han Zhang Feng Yang P. Milanfar A. Bovik Yinxiao Li 140 483 0 09 Jan 2022