Dense Haze: A benchmark for image dehazing with dense-haze and haze-free images

5 April 2019

Radu Timofte

Papers citing "Dense Haze: A benchmark for image dehazing with dense-haze and haze-free images"

50 / 72 papers shown

Title
Visual-Instructed Degradation Diffusion for All-in-One Image Restoration Wenyang Luo Haina Qin Zewen Chen L. xilinx Wang Dandan Zheng Yuming Li Yufan Liu B. Li Weiming Hu 36 0 0 20 Jun 2025
Reversing Flow for Image Restoration Haina Qin Wenyang Luo L. xilinx Wang Dandan Zheng Jingdong Chen Ming Yang Bing Li Weiming Hu 44 0 0 20 Jun 2025
Breaking Complexity Barriers: High-Resolution Image Restoration with Rank Enhanced Linear Attention Yuang Ai Huaibo Huang Tao Wu Qihang Fan Ran He 62 0 0 22 May 2025
A Preliminary Study for GPT-4o on Image Restoration Hao Yang Yiran Yang Ruikun Zhang Liyuan Pan 117 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 122 0 0 07 May 2025
DGSolver: Diffusion Generalist Solver with Universal Posterior Sampling for Image Restoration Haoran Wang Jing Zhang Haonan Guo Di Wang Jiayi Ma Bo Du 178 0 0 30 Apr 2025
RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration Qifan Li Tianyi Liang Xingtao Wang Xiaopeng Fan ViT 76 0 0 23 Apr 2025
Lumina-OmniLV: A Unified Multimodal Framework for General Low-Level Vision Yuandong Pu Le Zhuo Kaiwen Zhu Liangbin Xie Wenlong Zhang Xiangyu Chen Peng Gao Yu Qiao Chao Dong Yihao Liu MLLM 120 2 0 07 Apr 2025
ProDehaze: Prompting Diffusion Models Toward Faithful Image Dehazing Tianwen Zhou Jing Wang Songtao Wu Kuanhong Xu DiffM 85 0 0 21 Mar 2025
DehazeMamba: SAR-guided Optical Remote Sensing Image Dehazing with Adaptive State Space Model Zhicheng Zhao Jinquan Yan Chenglong Li Xinyu Wang Jin Tang 122 0 0 17 Mar 2025
Feature Fusion Attention Network with CycleGAN for Image Dehazing, De-Snowing and De-Raining Akshat Jain 68 0 0 08 Mar 2025
FDG-Diff: Frequency-Domain-Guided Diffusion Framework for Compressed Hazy Image Restoration Ruicheng Zhang Kanghui Tian Zeyu Zhang Qixiang Liu Zhi Jin DiffM 110 1 0 22 Jan 2025
LMHaze: Intensity-aware Image Dehazing with a Large-scale Multi-intensity Real Haze Dataset Ruikun Zhang Hao Yang Yan Yang Ying Fu Liyuan Pan 91 4 0 21 Oct 2024
A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends Junjun Jiang Zengyuan Zuo Gang Wu Kui Jiang Xianming Liu 143 17 0 19 Oct 2024
DRACO-DehazeNet: An Efficient Image Dehazing Network Combining Detail Recovery and a Novel Contrastive Learning Paradigm G. Lee T. Dam Md Meftahul Ferdaus Daniel Puiu Poenar Vu N. Duong 70 0 0 18 Oct 2024
Interaction-Guided Two-Branch Image Dehazing Network Huichun Liu Xiaosong Li Tianshu Tan 62 2 0 14 Oct 2024
HazyDet: Open-Source Benchmark for Drone-View Object Detection with Depth-Cues in Hazy Scenes Changfeng Feng Zhenyuan Chen Renke Kou Chunping Wang Jian Yang Ming-Ming Cheng Xiangbo Shu Yimian Dai 122 8 0 30 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 200 14 0 23 Sep 2024
CasDyF-Net: Image Dehazing via Cascaded Dynamic Filters Wang Yinglong He Bin 76 2 0 13 Sep 2024
I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing Yiwei Ma Jiayi Ji Ke Ye Weihuang Lin Zhibin Wang Yonghan Zheng Qiang-feng Zhou Xiaoshuai Sun Rongrong Ji 136 11 0 26 Aug 2024
Haze-Aware Attention Network for Single-Image Dehazing L. Tong Yun-Peng Liu Weijia Li Liyuan Chen Erkang Chen 94 6 0 16 Jul 2024
FALCON: Frequency Adjoint Link with CONtinuous Density Mask for Fast Single Image Dehazing Donghyun Kim Seil Kang Seong Jae Hwang 72 0 0 01 Jul 2024
DiffLoss: unleashing diffusion model as constraint for training image restoration network Jiangtong Tan Feng Zhao 91 0 0 27 Jun 2024
Stability and Generalizability in SDE Diffusion Models with Measure-Preserving Dynamics Weitong Zhang Chengqi Zang Liu Li Sarah Cechnicka Cheng Ouyang Bernhard Kainz DiffM 59 2 0 19 Jun 2024
Diffusion Models in Low-Level Vision: A Survey Chunming He Yuqi Shen Chengyu Fang Fengyang Xiao Longxiang Tang Yulun Zhang W. Zuo Zhenhua Guo Xiu Li VLM DiffM MedIm 231 42 0 17 Jun 2024
PromptFix: You Prompt and We Fix the Photo Yongsheng Yu Ziyun Zeng Hang Hua Jianlong Fu Jiebo Luo MLLM DiffM VLM 90 28 0 27 May 2024
Emphasizing Crucial Features for Efficient Image Restoration Huiyu Gao Bowen Ma Ying Zhang Jing Yang Jing Yang Depeng Dang 67 0 0 19 May 2024
FreqMamba: Viewing Mamba from a Frequency Perspective for Image Deraining Zou Zhen Yu Hu Zhao Feng Mamba 85 43 0 15 Apr 2024
PANet: A Physics-guided Parametric Augmentation Net for Image Dehazing by Hazing Chih-Ling Chang Fu-Jen Tsai Zi-Ling Huang Lin Gu Chia-Wen Lin 58 0 0 14 Apr 2024
Joint Conditional Diffusion Model for Image Restoration with Mixed Degradations Yufeng Yue Meng Yu Luojie Yang Yi Yang DiffM 72 1 0 11 Apr 2024
TSNet:A Two-stage Network for Image Dehazing with Multi-scale Fusion and Adaptive Learning Xiaolin Gong Zehan Zheng Heyuan Du 99 3 0 03 Apr 2024
Look-Around Before You Leap: High-Frequency Injected Transformer for Image Restoration Shihao Zhou Duosheng Chen Jinshan Pan Jufeng Yang 115 2 0 30 Mar 2024
SynFog: A Photo-realistic Synthetic Fog Dataset based on End-to-end Imaging Simulation for Advancing Real-World Defogging in Autonomous Driving Yiming Xie Henglu Wei Zhenyi Liu Xiaoyu Wang Xiangyang Ji 138 4 0 25 Mar 2024
How Powerful Potential of Attention on Image Restoration? Cong Wang Jinshan Pan Yeying Jin Liyan Wang Wei Wang Gang Fu Wenqi Ren Xiaochun Cao ViT 67 1 0 15 Mar 2024
WaveletFormerNet: A Transformer-based Wavelet Network for Real-world Non-homogeneous and Dense Fog Removal Shengli Zhang Zhiyong Tao Sen Lin ViT 69 6 0 09 Jan 2024
DedustNet: A Frequency-dominated Swin Transformer-based Wavelet Network for Agricultural Dust Removal Shengli Zhang Zhiyong Tao Sen Lin ViT 82 0 0 09 Jan 2024
Prompt-based test-time real image dehazing: a novel pipeline Xiang Guo Zewei He Ziqian Lu Xuecheng Sun Zheming Lu DiffM VLM 89 6 0 29 Sep 2023
MB-TaylorFormer: Multi-branch Efficient Transformer Expanded by Taylor Formula for Image Dehazing Yuwei Qiu Kaihao Zhang Chenxi Wang Wenhan Luo Hongdong Li Zhi Jin ViT 82 104 0 27 Aug 2023
High-quality Image Dehazing with Diffusion Model Huikang Yu Jie Huang Kai Zheng Fengmei Zhao DiffM 86 13 0 23 Aug 2023
Frequency Compensated Diffusion Model for Real-scene Dehazing Jing Wang Songtao Wu Kuanhong Xu Zhiqiang Yuan DiffM 92 32 0 21 Aug 2023
Diffusion Models for Image Restoration and Enhancement -- A Comprehensive Survey Xin Li Yulin Ren Xin Jin Cuiling Lan Xingyu Wang Wenjun Zeng Xinchao Wang Zhibo Chen 108 87 0 18 Aug 2023
Mutual Information-driven Triple Interaction Network for Efficient Image Dehazing Hao Shen Zhong-Qiu Zhao Yulun Zhang Zhao Zhang 79 31 0 14 Aug 2023
Hierarchy Flow For High-Fidelity Image-to-Image Translation Weichen Fan Jinghuan Chen Ziwei Liu 78 0 0 14 Aug 2023
DFR-Net: Density Feature Refinement Network for Image Dehazing Utilizing Haze Density Difference Zhongze Wang Haitao Zhao Lujian Yao Jingchao Peng Kaijie Zhao 77 1 0 26 Jul 2023
Let Segment Anything Help Image Dehaze Z. Jin Shiqi Chen Yue-ting Chen Zhi-hai Xu H. Feng VLM 65 18 0 28 Jun 2023
RB-Dust -- A Reference-based Dataset for Vision-based Dust Removal P. Buckel T. Oksanen Thomas Dietmueller 45 4 0 12 Jun 2023
MixDehazeNet : Mix Structure Block For Image Dehazing Network Liping Lu Qian Xiong Duanfeng Chu Bingrong Xu 115 29 0 28 May 2023
Breaking Through the Haze: An Advanced Non-Homogeneous Dehazing Method based on Fast Fourier Convolution and ConvNeXt Han Zhou Weida Dong Yangyi Liu Jun Chen 96 19 0 08 May 2023
Sparsity-Aware Optimal Transport for Unsupervised Restoration Learning Fei Wen Wei Wang Wenxian Yu 63 0 0 29 Apr 2023
A Data-Centric Solution to NonHomogeneous Dehazing via Vision Transformer Yangyi Liu Huan Liu Liangyan Li Zijun Wu Jun Chen 72 17 0 16 Apr 2023