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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
Accurate and lightweight dehazing via multi-receptive-field non-local network and novel contrastive regularization Zewei He Zi-Yuan Chen Ziqian Lu Xue-Cheng Sun Zheming Lu Hao Luo Zhe-ming Lu Evangelos K. Markakis 78 2 0 01 Jul 2025
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 22 0 0 20 Jun 2025
ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions Fatmah AlHindaassi Mohammed Talha Alam Fakhri Karray 20 0 0 16 Jun 2025
Zero-Shot Solving of Imaging Inverse Problems via Noise-Refined Likelihood Guided Diffusion Models Zhen Wang Hongyi Liu Zhihui Wei DiffM 18 0 0 16 Jun 2025
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers Yuantao Wang Haowei Yang Wei Zhang Shijian Lu 25 0 0 14 Jun 2025
The Devil is in the Darkness: Diffusion-Based Nighttime Dehazing Anchored in Brightness Perception Xiaofeng Cong Yu-Xin Zhang Haoran Wei Yeying Jin Junming Hou Jie Gui Jing Zhang Dacheng Tao DiffM 60 0 0 03 Jun 2025
IRBridge: Solving Image Restoration Bridge with Pre-trained Generative Diffusion Models Hanting Wang Tao Jin Wang Lin Shulei Wang Hai Huang Shengpeng Ji Zhou Zhao DiffM 49 0 0 30 May 2025
Boosting All-in-One Image Restoration via Self-Improved Privilege Learning Gang Wu Junjun Jiang Kui Jiang Xianming Liu 28 1 0 30 May 2025
From Controlled Scenarios to Real-World: Cross-Domain Degradation Pattern Matching for All-in-One Image Restoration Junyu Fan Chuanlin Liao Yi Lin 18 0 0 28 May 2025
Neural Restoration of Greening Defects in Historical Autochrome Photographs Based on Purely Synthetic Data Saptarshi Neil Sinha P. Julius Kuehn Johannes Koppe Arjan Kuijper Michael Weinmann 9 0 0 28 May 2025
BaryIR: Learning Multi-Source Unified Representation in Continuous Barycenter Space for Generalizable All-in-One Image Restoration Xiaole Tang Xiaoyi He X. Gu Jian Sun 22 1 0 27 May 2025
Weather-Magician: Reconstruction and Rendering Framework for 4D Weather Synthesis In Real Time Chen Sang Yeqiang Qian Jiale Zhang Chunxiang Wang Ming Yang 3DGS VGen AI4CE 46 0 0 26 May 2025
Benchmarking Laparoscopic Surgical Image Restoration and Beyond Jialun Pei D. Guo Donghui Yang Zhixi Li Yuxin Feng Long Ma Bo Du Pheng-Ann Heng 55 0 0 25 May 2025
Breaking Complexity Barriers: High-Resolution Image Restoration with Rank Enhanced Linear Attention Yuang Ai Huaibo Huang Tao Wu Qihang Fan Ran He 46 0 0 22 May 2025
Clear Nights Ahead: Towards Multi-Weather Nighttime Image Restoration Yuetong Liu Yunqiu Xu Yang Wei Xiuli Bi Bin Xiao 39 1 0 22 May 2025
Degradation-Aware Feature Perturbation for All-in-One Image Restoration Xiangpeng Tian Xiangyu Liao Xiao Liu Meng Li Chao Ren DiffM 117 1 0 19 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 110 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 173 0 0 30 Apr 2025
IDDM: Bridging Synthetic-to-Real Domain Gap from Physics-Guided Diffusion for Real-world Image Dehazing Shijun Zhou Yi Liu Chunhui Hao Zhiyuan Liu Jiandong Tian DiffM 69 0 0 30 Apr 2025
Fine-Tuning Adversarially-Robust Transformers for Single-Image Dehazing Vlad Vasilescu Ana Neacsu Daniela Faur ViT 84 0 0 24 Apr 2025
Cross Paradigm Representation and Alignment Transformer for Image Deraining Shun Zou Yi Zou Jiajun Li Guangwei Gao Guojun Qi 109 0 0 23 Apr 2025
FPGA-Based Neural Network Accelerators for Space Applications: A Survey Pedro Antunes Artur Podobas 57 0 0 22 Apr 2025
Beyond Degradation Redundancy: Contrastive Prompt Learning for All-in-One Image Restoration Gang Wu Junjun Jiang Kui Jiang Xianming Liu Liqiang Nie VLM CLL 113 1 0 14 Apr 2025
Pseudo-Label Guided Real-World Image De-weathering: A Learning Framework with Imperfect Supervision Heming Xu Xiaohui Liu Zhilu Zhang Hongzhi Zhang Xiaohe Wu Wangmeng Zuo 67 0 0 14 Apr 2025
Beyond Degradation Conditions: All-in-One Image Restoration via HOG Transformers Jiawei Wu Zhifei Yang Zihan Wang Zhi Jin 79 1 0 12 Apr 2025
CoA: Towards Real Image Dehazing via Compression-and-Adaptation Long Ma Yuxin Feng Yize Zhang Jinyuan Liu Weimin Wang Guang-Yong Chen Chengpei Xu Zhuo Su 86 1 0 08 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 99 2 0 07 Apr 2025
Content-Aware Transformer for All-in-one Image Restoration Gang Wu Junjun Jiang Kui Jiang Xianming Liu ViT 435 1 0 07 Apr 2025
JarvisIR: Elevating Autonomous Driving Perception with Intelligent Image Restoration Yunlong Lin Zixu Lin Haoyu Chen Panwang Pan C. Li Sixiang Chen Yeying Jin Wenbo Li Xinghao Ding 107 2 0 05 Apr 2025
Devil is in the Uniformity: Exploring Diverse Learners within Transformer for Image Restoration Shihao Zhou Dayu Li Jinshan Pan Juncheng Zhou Jinglei Shi Jufeng Yang 112 0 0 26 Mar 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 85 1 0 25 Mar 2025
Cat-AIR: Content and Task-Aware All-in-One Image Restoration Jiachen Jiang Tianyu Ding Kai Zhang Jinxin Zhou Tianyi Chen Ilya Zharkov Zhihui Zhu Luming Liang 106 1 0 23 Mar 2025
Real-World Remote Sensing Image Dehazing: Benchmark and Baseline Zeng-Hui Zhu Wei Lu Si-Bao Chen C. Ding Jin Tang Bin Luo 71 0 0 23 Mar 2025
UniCoRN: Latent Diffusion-based Unified Controllable Image Restoration Network across Multiple Degradations Debabrata Mandal Soumitri Chattopadhyay Guansen Tong Praneeth Chakravarthula DiffM 103 1 0 20 Mar 2025
Exploiting Diffusion Prior for Real-World Image Dehazing with Unpaired Training Yunwei Lan Zhigao Cui Chang-Shu Liu Jialun Peng Nian Wang Xin Luo Dong Liu DiffM 86 5 0 19 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 117 0 0 17 Mar 2025
Learning Dual-Domain Multi-Scale Representations for Single Image Deraining Shun Zou Yi Zou Mingya Zhang Shipeng Luo Guangwei Gao Guojun Qi 127 0 0 15 Mar 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 125 1 0 13 Mar 2025
Prompt to Restore, Restore to Prompt: Cyclic Prompting for Universal Adverse Weather Removal Rongxin Liao Feng-Qiang Li Yanyan Wei Zenglin Shi Le Zhang H. Bai Ming Wang 107 1 0 12 Mar 2025
Multi-Agent Image Restoration Xu Jiang Ge Li Bin Chen Jian Zhang 137 1 0 12 Mar 2025
Feature Fusion Attention Network with CycleGAN for Image Dehazing, De-Snowing and De-Raining Akshat Jain 61 0 0 08 Mar 2025
Removing Multiple Hybrid Adverse Weather in Video via a Unified Model Yecong Wan Mingwen Shao Yuanshuo Cheng Jun Shu Shuigen Wang 93 0 0 08 Mar 2025
Prior-guided Hierarchical Harmonization Network for Efficient Image Dehazing Xiongfei Su Siyuan Li Yuning Cui Miao Cao Yize Zhang Zhaoyu Chen Zongliang Wu Ziyi Wang Y. Zhang Xin Yuan 89 2 0 03 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 292 59 0 21 Feb 2025
Multi-Knowledge-oriented Nighttime Haze Imaging Enhancer for Vision-driven Intelligent Systems Ai Chen Yaojie Lu Dong Yang Junlin Zhou Yan Fu Duanbing Chen 127 0 0 11 Feb 2025
All-in-One Image Compression and Restoration Huimin Zeng Jiacheng Li Ziqiang Zheng Zhiwei Xiong 142 1 0 05 Feb 2025
From Fog to Failure: The Unintended Consequences of Dehazing on Object Detection in Clear Images Ashutosh Kumar Aman Chadha 147 0 0 04 Feb 2025
WaveDH: Wavelet Sub-bands Guided ConvNet for Efficient Image Dehazing Seongmin Hwang Daeyoung Han Cheolkon Jung Moongu Jeon 159 5 0 20 Jan 2025
UR2P-Dehaze: Learning a Simple Image Dehaze Enhancer via Unpaired Rich Physical Prior Minglong Xue Shuaibin Fan Shivakumara Palaiahnakote Mingliang Zhou 73 0 0 12 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 134 3 0 31 Dec 2024