Benchmarking Single Image Dehazing and Beyond

12 December 2017

Boyi Li

Wenqi Ren

Papers citing "Benchmarking Single Image Dehazing and Beyond"

50 / 89 papers shown

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
Fine-Tuning Adversarially-Robust Transformers for Single-Image Dehazing Vlad Vasilescu Ana Neacsu Daniela Faur ViT 29 0 0 24 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 69 1 0 07 Apr 2025
Learning a Unified Degradation-aware Representation Model for Multi-modal Image Fusion Haolong Ma Hui Li Chunyang Cheng Zeyang Zhang Xiaoning Song Xiao Wu 57 1 0 13 Mar 2025
Multi-Agent Image Restoration Xu Jiang Bernard Ghanem Bin Chen Jian Zhang 61 0 0 12 Mar 2025
YOLO-MS: Rethinking Multi-Scale Representation Learning for Real-time Object Detection Yuming Chen Xinbin Yuan Ruiqi Wu Jiabao Wang Qibin Hou Mingg-Ming Cheng Ming-Ming Cheng ObjD 153 51 0 21 Feb 2025
All-in-One Image Compression and Restoration Huimin Zeng Jiacheng Li Ziqiang Zheng Zhiwei Xiong 88 1 0 05 Feb 2025
WaveDH: Wavelet Sub-bands Guided ConvNet for Efficient Image Dehazing Seongmin Hwang Daeyoung Han Cheolkon Jung Moongu Jeon 75 5 0 20 Jan 2025
ERUP-YOLO: Enhancing Object Detection Robustness for Adverse Weather Condition by Unified Image-Adaptive Processing Yuka Ogino Yuho Shoji Takahiro Toizumi Atsushi Ito 49 1 0 31 Dec 2024
LossAgent: Towards Any Optimization Objectives for Image Processing with LLM Agents Bingchen Li Xin Li Yiting Lu Zhibo Chen 86 1 0 05 Dec 2024
Complexity Experts are Task-Discriminative Learners for Any Image Restoration Eduard Zamfir Zongwei Wu Nancy Mehta Yuedong Tan Danda Pani Paudel Yulun Zhang Radu Timofte MoE 178 1 0 27 Nov 2024
Adaptive Blind All-in-One Image Restoration David Serrano-Lozano Luis Herranz Shaolin Su Javier Vázquez-Corral VLM 95 0 0 27 Nov 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
An Intelligent Agentic System for Complex Image Restoration Problems Kaiwen Zhu Jinjin Gu Zhiyuan You Yu Qiao Chao Dong 37 6 0 23 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
TANet: Triplet Attention Network for All-In-One Adverse Weather Image Restoration Hsing-Hua Wang Fu-Jen Tsai Yen-Yu Lin Chia-Wen Lin ViT 26 1 0 10 Oct 2024
Perceptual Piercing: Human Visual Cue-based Object Detection in Low Visibility Conditions Ashutosh Kumar 33 0 0 02 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
Real-Time Multi-Scene Visibility Enhancement for Promoting Navigational Safety of Vessels Under Complex Weather Conditions R. W. Liu Yuxu Lu Yuan Gao Yu Guo Wenqi Ren F. Zhu Fei-Yue Wang 55 1 0 02 Sep 2024
Accurate Forgetting for All-in-One Image Restoration Model Xin Su Zhuoran Zheng CLL 28 1 0 01 Sep 2024
Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration Xu Zhang Jiaqi Ma Guoli Wang Q. Zhang Huan Zhang Lefei Zhang VLM 96 6 0 28 Aug 2024
HazeCLIP: Towards Language Guided Real-World Image Dehazing Ruiyi Wang Wenhao Li Xiaohong Liu Chunyi Li Zicheng Zhang Xiongkuo Min Guangtao Zhai CLIP VLM 67 4 0 18 Jul 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 82 32 0 17 Jun 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
Specularity Factorization for Low-Light Enhancement A. S. Baslamisli Noah Snavely. Intrinsic 47 4 0 02 Apr 2024
CPA-Enhancer: Chain-of-Thought Prompted Adaptive Enhancer for Object Detection under Unknown Degradations Yuwei Zhang Yan Wu Yanming Liu Xinyue Peng 51 5 0 17 Mar 2024
FriendNet: Detection-Friendly Dehazing Network Yihua Fan Yongzhen Wang Mingqiang Wei F. Wang H. Xie 41 4 0 07 Mar 2024
Prompt-In-Prompt Learning for Universal Image Restoration Zilong Li Yiming Lei Chenglong Ma Junping Zhang Hongming Shan VLM 39 25 0 08 Dec 2023
Unifying Image Processing as Visual Prompting Question Answering Yihao Liu Xiangyu Chen Xianzheng Ma Xintao Wang Jiantao Zhou Yu Qiao Chao Dong MLLM 22 18 0 16 Oct 2023
Prompt-based Ingredient-Oriented All-in-One Image Restoration Huiyu Gao Depeng Dang DiffM 32 12 0 06 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 25 2 0 30 Aug 2023
Frequency Compensated Diffusion Model for Real-scene Dehazing Jing Wang Songtao Wu Kuanhong Xu Zhiqiang Yuan DiffM 31 26 0 21 Aug 2023
HQG-Net: Unpaired Medical Image Enhancement with High-Quality Guidance Chunming He Kai Li Guoxia Xu Jiangpeng Yan Longxiang Tang Yulun Zhang Xiu Li Yao Wang MedIm 32 37 0 15 Jul 2023
DRM-IR: Task-Adaptive Deep Unfolding Network for All-In-One Image Restoration Yuanshuo Cheng Mingwen Shao Yecong Wan Chao Wang 23 4 0 15 Jul 2023
MixDehazeNet : Mix Structure Block For Image Dehazing Network Liping Lu Qian Xiong Duanfeng Chu Bingrong Xu 48 27 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 43 18 0 08 May 2023
DADFNet: Dual Attention and Dual Frequency-Guided Dehazing Network for Video-Empowered Intelligent Transportation Yu Guo R. W. Liu Jiangtian Nie Lingjuan Lyu Zehui Xiong Jiawen Kang Han Yu Dusit Niyato 16 2 0 19 Apr 2023
Bitstream-Corrupted JPEG Images are Restorable: Two-stage Compensation and Alignment Framework for Image Restoration Wenyang Liu Yi Wang Kim-Hui Yap Lap-Pui Chau 23 8 0 14 Apr 2023
SelfPromer: Self-Prompt Dehazing Transformers with Depth-Consistency Cong Wang Jin-shan Pan Wanyu Lin Jiangxin Dong Xiaomei Wu VLM MDE 31 39 0 13 Mar 2023
Image Restoration with Mean-Reverting Stochastic Differential Equations Ziwei Luo Fredrik K. Gustafsson Zheng Zhao Jens Sjölund Thomas B. Schon DiffM 44 156 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 29 177 0 12 Jan 2023
Relationship Quantification of Image Degradations Wenxin Wang Boyun Li Yuanbiao Gou Peng Hu Wangmeng Zuo Xiaocui Peng 27 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 33 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 26 3 0 24 Nov 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
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 52 36 0 29 Sep 2022
Rethinking Performance Gains in Image Dehazing Networks Yuda Song Yang Zhou Hui Qian Xin Du SSeg 30 48 0 23 Sep 2022
Dynamics-informed deconvolutional neural networks for super-resolution identification of regime changes in epidemiological time series J. Vilar L. Saiz 17 6 0 16 Sep 2022