NH-HAZE: An Image Dehazing Benchmark with Non-Homogeneous Hazy and Haze-Free Images

7 May 2020

Radu Timofte

Papers citing "NH-HAZE: An Image Dehazing Benchmark with Non-Homogeneous Hazy and Haze-Free Images"

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Title
Image Restoration via Multi-domain Learning Xingyu Jiang Ning Gao Xiuhui Zhang Hongkun Dou Shaowen Fu Xiaoqing Zhong Hao Li Yue Deng ViT 43 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 63 0 0 30 Apr 2025
FPGA-Based Neural Network Accelerators for Space Applications: A Survey Pedro Antunes Artur Podobas 25 0 0 22 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 66 1 0 07 Apr 2025
Learning Hazing to Dehazing: Towards Realistic Haze Generation for Real-World Image Dehazing Ruiyi Wang Yushuo Zheng Zicheng Zhang Chunyi Li Shuaicheng Liu Guangtao Zhai Xiaohong Liu DiffM 49 0 0 25 Mar 2025
ProDehaze: Prompting Diffusion Models Toward Faithful Image Dehazing Tianwen Zhou Jing Wang Songtao Wu Kuanhong Xu DiffM 51 0 0 21 Mar 2025
Multi-Agent Image Restoration Xu Jiang Bernard Ghanem Bin Chen Jian Zhang 61 0 0 12 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 46 1 0 22 Jan 2025
Deep Variational Bayesian Modeling of Haze Degradation Process Eun Woo Im Junsung Shin Sungyong Baik Tae Hyun Kim 80 0 0 04 Dec 2024
GenDeg: Diffusion-based Degradation Synthesis for Generalizable All-In-One Image Restoration Sudarshan Rajagopalan Nithin Gopalakrishnan Nair Jay N. Paranjape Vishal M. Patel DiffM 90 0 0 26 Nov 2024
LMHaze: Intensity-aware Image Dehazing with a Large-scale Multi-intensity Real Haze Dataset Ruikun Zhang Hao Yang Yan Yang Ying Fu Liyuan Pan 35 3 0 21 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 42 0 0 18 Oct 2024
Interaction-Guided Two-Branch Image Dehazing Network Huichun Liu Xiaosong Li Tianshu Tan 28 0 0 14 Oct 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 57 10 0 23 Sep 2024
Haze-Aware Attention Network for Single-Image Dehazing L. Tong Yun-Peng Liu Weijia Li Liyuan Chen Erkang Chen 45 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 41 0 0 01 Jul 2024
DiffLoss: unleashing diffusion model as constraint for training image restoration network Jiangtong Tan Feng Zhao 36 0 0 27 Jun 2024
DehazeDCT: Towards Effective Non-Homogeneous Dehazing via Deformable Convolutional Transformer Wei Dong Han Zhou Ruiyi Wang Xiaohong Liu Guangtao Zhai Jun Chen ViT 53 9 0 24 May 2024
Emphasizing Crucial Features for Efficient Image Restoration Huiyu Gao Bowen Ma Ying Zhang Jing Yang Jing Yang Depeng Dang 35 0 0 19 May 2024
NTIRE 2024 Restore Any Image Model (RAIM) in the Wild Challenge Jie-Kai Liang Radu Timofte Qiaosi Yi Shuai Liu Lingchen Sun Rongyuan Wu Xindong Zhang Huiyu Zeng Lei Zhang 47 18 0 16 May 2024
Driving-Video Dehazing with Non-Aligned Regularization for Safety Assistance Junkai Fan Jiangwei Weng Kun Wang Yijun Yang J. Qian Jun Li Jian Yang 66 5 0 16 May 2024
FreqMamba: Viewing Mamba from a Frequency Perspective for Image Deraining Zou Zhen Yu Hu Zhao Feng Mamba 39 35 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 21 0 0 14 Apr 2024
WaveMo: Learning Wavefront Modulations to See Through Scattering Mingyang Xie Haiyun Guo Brandon Yushan Feng Lingbo Jin Ashok Veeraraghavan Christopher A. Metzler 23 3 0 11 Apr 2024
VIFNet: An End-to-end Visible-Infrared Fusion Network for Image Dehazing Meng Yu Te Cui Haoyang Lu Yufeng Yue 37 9 0 11 Apr 2024
Joint Conditional Diffusion Model for Image Restoration with Mixed Degradations Yufeng Yue Meng Yu Luojie Yang Yi Yang DiffM 34 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 30 3 0 03 Apr 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 26 3 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 28 1 0 15 Mar 2024
Decomposition-based and Interference Perception for Infrared and Visible Image Fusion in Complex Scenes Xilai Li Xiaosong Li Haishu Tan 26 1 0 03 Feb 2024
Depth-agnostic Single Image Dehazing Honglei Xu Yan Shu Shaohui Liu 19 0 0 14 Jan 2024
Prompt-based test-time real image dehazing: a novel pipeline Xiang Guo Zewei He Ziqian Lu Xuecheng Sun Zheming Lu DiffM VLM 34 4 0 29 Sep 2023
High-quality Image Dehazing with Diffusion Model Huikang Yu Jie Huang Kai Zheng Fengmei Zhao DiffM 19 12 0 23 Aug 2023
Frequency Compensated Diffusion Model for Real-scene Dehazing Jing Wang Songtao Wu Kuanhong Xu Zhiqiang Yuan DiffM 29 26 0 21 Aug 2023
Mutual Information-driven Triple Interaction Network for Efficient Image Dehazing Hao Shen Zhong-Qiu Zhao Yulun Zhang Zhao Zhang 31 25 0 14 Aug 2023
Let Segment Anything Help Image Dehaze Z. Jin Shiqi Chen Yue-ting Chen Zhi-hai Xu H. Feng VLM 19 18 0 28 Jun 2023
ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration Jiaqi Ma Tianheng Cheng Guoli Wang Qian Zhang Xinggang Wang L. Zhang DiffM VLM 14 43 0 23 Jun 2023
RB-Dust -- A Reference-based Dataset for Vision-based Dust Removal P. Buckel T. Oksanen Thomas Dietmueller 14 3 0 12 Jun 2023
MixDehazeNet : Mix Structure Block For Image Dehazing Network Liping Lu Qian Xiong Duanfeng Chu Bingrong Xu 45 27 0 28 May 2023
SCANet: Self-Paced Semi-Curricular Attention Network for Non-Homogeneous Image Dehazing Yu Guo Yuan Gao R. W. Liu Yuxu Lu Jingxiang Qu Shengfeng He Wenqi Ren 24 37 0 17 Apr 2023
Refusion: Enabling Large-Size Realistic Image Restoration with Latent-Space Diffusion Models Ziwei Luo Fredrik K. Gustafsson Zhengli Zhao Jens Sjölund Thomas B. Schon 30 100 0 17 Apr 2023
RIDCP: Revitalizing Real Image Dehazing via High-Quality Codebook Priors Ruixia Wu Zheng-Peng Duan Chunle Guo Zhi Chai Chongyi Li 23 85 0 08 Apr 2023
Video Dehazing via a Multi-Range Temporal Alignment Network with Physical Prior Jiaqi Xu Xiaowei Hu Lei Zhu Qi Dou Jifeng Dai Yu Qiao Pheng-Ann Heng 18 25 0 17 Mar 2023
Reliable Image Dehazing by NeRF Zheyan Jin Shiqi Chen H. Feng Zhi-hai Xu Qi Li Yue-ting Chen 16 2 0 16 Mar 2023
Unpaired Overwater Image Defogging Using Prior Map Guided CycleGAN Yaozong Mo Chaofeng Li Wenqi Ren Shaopeng Shang Wenwu Wang Xiao-jun Wu 16 1 0 23 Dec 2022
Towards Generalization on Real Domain for Single Image Dehazing via Meta-Learning Wenqi Ren Qiyu Sun Chaoqiang Zhao Yang Tang 29 3 0 14 Nov 2022
Structure Representation Network and Uncertainty Feedback Learning for Dense Non-Uniform Fog Removal Yeying Jin Wending Yan Wenhan Yang R. Tan 37 38 0 06 Oct 2022
Not Just Streaks: Towards Ground Truth for Single Image Deraining Yunhao Ba Howard Zhang Ethan Yang Akira Suzuki Arnold Pfahnl ... C. Melo Suya You Stefano Soatto A. Wong A. Kadambi 32 39 0 22 Jun 2022
Asymmetric Dual-Decoder U-Net for Joint Rain and Haze Removal Yuan Feng Yaojun Hu Pengfei Fang Yanhong Yang Sheng Liu Shengyong Chen 25 2 0 14 Jun 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 25 10 0 13 Jun 2022