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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
UniRestorer: Universal Image Restoration via Adaptively Estimating Image Degradation at Proper Granularity Jingbo Lin Zhilu Zhang Wenbo Li Renjing Pei Hang Xu Hongzhi Zhang Wangmeng Zuo 114 1 0 28 Dec 2024
Consistent Diffusion: Denoising Diffusion Model with Data-Consistent Training for Image Restoration Xinlong Cheng Tiantian Cao Guoan Cheng Bangxuan Huang Xinghan Tian Ye Wang Xiaoyu He Weixin Li Tianfan Xue Xuan Dong DiffM 144 0 0 17 Dec 2024
Depth-Centric Dehazing and Depth-Estimation from Real-World Hazy Driving Video Junkai Fan Kun Wang Zhiqiang Yan Xiang Ánthony' Chen Shangbing Gao Jun Yu Li Jian Yang 127 2 0 16 Dec 2024
Towards Context-aware Convolutional Network for Image Restoration Fangwei Hao Ji Du Weiyun Liang Jing Xu Xiaoxuan Xu SupR 155 1 0 15 Dec 2024
LossAgent: Towards Any Optimization Objectives for Image Processing with LLM Agents Bingchen Li Xin Li Yiting Lu Zhibo Chen 189 1 0 05 Dec 2024
Deep Variational Bayesian Modeling of Haze Degradation Process Eun Woo Im Junsung Shin Sungyong Baik Tae Hyun Kim 124 0 0 04 Dec 2024
FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration Hao Li Xiang Chen Jiangxin Dong Jinhui Tang Jinshan Pan 136 3 0 02 Dec 2024
Beyond Pixels: Text Enhances Generalization in Real-World Image Restoration Haoze Sun Wenbo Li Qingbin Liu Kaiwen Zhou Yongqiang Chen Yong Guo Yunshui Li Renjing Pei Long Peng Yue Yang DiffM 113 1 0 01 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 536 5 0 27 Nov 2024
Adaptive Blind All-in-One Image Restoration David Serrano-Lozano Luis Herranz Shaolin Su Javier Vázquez-Corral VLM 255 1 0 27 Nov 2024
MWFormer: Multi-Weather Image Restoration Using Degradation-Aware Transformers Ruoxi Zhu Zhengzhong Tu Jiaming Liu A. Bovik Yibo Fan ViT 126 10 0 26 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 167 1 0 26 Nov 2024
WARLearn: Weather-Adaptive Representation Learning Shubham Agarwal Raz Birman Ofer Hadar 118 1 0 21 Nov 2024
Joint multi-dimensional dynamic attention and transformer for general image restoration Huan Zhang Xu Zhang Nian Cai Jianglei Di Yun Zhang ViT 72 1 0 12 Nov 2024
All-in-one Weather-degraded Image Restoration via Adaptive Degradation-aware Self-prompting Model Yuanbo Wen Tao Gao Ziqi Li Jing Zhang Kaihao Zhang Ting Chen VLM DiffM 100 1 0 12 Nov 2024
Degradation-Aware Residual-Conditioned Optimal Transport for Unified Image Restoration Xiaole Tang Xiang Gu Xiaoyi He Xin Hu Jian Sun 94 4 0 03 Nov 2024
An Intelligent Agentic System for Complex Image Restoration Problems Kaiwen Zhu Jinjin Gu Zhiyuan You Yu Qiao Chao Dong 135 10 0 23 Oct 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 86 4 0 21 Oct 2024
LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration Yuang Ai Huaibo Huang Ran He 86 5 0 20 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 113 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 48 2 0 14 Oct 2024
Chain-of-Restoration: Multi-Task Image Restoration Models are Zero-Shot Step-by-Step Universal Image Restorers Jin Cao Deyu Meng Xiangyong Cao CLL 63 2 0 11 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 117 1 0 10 Oct 2024
WTCL-Dehaze: Rethinking Real-world Image Dehazing via Wavelet Transform and Contrastive Learning Divine Joseph Appiah D. Guan Abdul Nasser Kasule Mingqiang Wei 55 0 0 07 Oct 2024
Perceptual Piercing: Human Visual Cue-based Object Detection in Low Visibility Conditions Ashutosh Kumar 92 0 0 02 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 6 0 30 Sep 2024
Restore Anything with Masks: Leveraging Mask Image Modeling for Blind All-in-One Image Restoration Chu-Jie Qin Rui-Qi Wu Zikun Liu Xin Lin Chun-Le Guo Hyun Hee Park Chongyi Li 88 8 0 28 Sep 2024
HazeSpace2M: A Dataset for Haze Aware Single Image Dehazing Md Tanvir Islam Nasir Rahim Saeed Anwar Muhammad Saqib Sambit Bakshi Khan Muhammad 60 7 0 25 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 190 14 0 23 Sep 2024
Taming Diffusion Models for Image Restoration: A Review Ziwei Luo Fredrik K. Gustafsson Zheng Zhao Jens Sjölund Thomas B. Schön 99 6 0 16 Sep 2024
CasDyF-Net: Image Dehazing via Cascaded Dynamic Filters Wang Yinglong He Bin 66 2 0 13 Sep 2024
Data-free Distillation with Degradation-prompt Diffusion for Multi-weather Image Restoration Pei Wang Xiaotong Luo Yuan Xie Yanyun Qu DiffM 133 1 0 05 Sep 2024
Towards Real-World Adverse Weather Image Restoration: Enhancing Clearness and Semantics with Vision-Language Models Jiaqi Xu Mengyang Wu Xiaowei Hu Chi-Wing Fu Qi Dou Pheng-Ann Heng 41 4 0 03 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 Wang 103 5 0 02 Sep 2024
Accurate Forgetting for All-in-One Image Restoration Model Xin Su Zhuoran Zheng CLL 77 1 0 01 Sep 2024
AWRaCLe: All-Weather Image Restoration using Visual In-Context Learning Sudarshan Rajagopalan Vishal M. Patel 81 5 0 30 Aug 2024
Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration Xu Zhang Jiaqi Ma Guoli Wang Qian Zhang Huan Zhang Lefei Zhang VLM 183 10 0 28 Aug 2024
A Preliminary Exploration Towards General Image Restoration Xiangtao Kong Jinjin Gu Yihao Liu Wenlong Zhang Xiangyu Chen Yu Qiao Chao Dong DiffM 90 3 0 27 Aug 2024
Multi-Scale Representation Learning for Image Restoration with State-Space Model Yuhong He Long Peng Qiaosi Yi Chen Wu Lu Wang Mamba 61 2 0 19 Aug 2024
Learning A Low-Level Vision Generalist via Visual Task Prompt Xiangyu Chen Yihao Liu Yuandong Pu Wenlong Zhang Jiantao Zhou Yu Qiao Chao Dong VLM 102 7 0 16 Aug 2024
Unsupervised Variational Translator for Bridging Image Restoration and High-Level Vision Tasks Jiawei Wu Zhi Jin 68 0 0 15 Aug 2024
HAIR: Hypernetworks-based All-in-One Image Restoration Jin Cao Yi Cao Li Pang Deyu Meng Xiangyong Cao 3DH 91 9 0 15 Aug 2024
Single Image Dehazing Using Scene Depth Ordering Pengyang Ling H. Chen Xiao Tan Yimeng Shan Yi Jin DiffM 79 0 0 11 Aug 2024
UniProcessor: A Text-induced Unified Low-level Image Processor Huiyu Duan Xiongkuo Min Sijing Wu Wei Shen Guangtao Zhai DiffM 75 12 0 30 Jul 2024
Multi-Expert Adaptive Selection: Task-Balancing for All-in-One Image Restoration Xiaoyan Yu Shen Zhou Huafeng Li Liehuang Zhu 79 5 0 27 Jul 2024
Dilated Strip Attention Network for Image Restoration Fangwei Hao Jiesheng Wu Ji Du Yinjie Wang Jing Xu 104 0 0 26 Jul 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 151 4 0 18 Jul 2024
Haze-Aware Attention Network for Single-Image Dehazing L. Tong Yun-Peng Liu Weijia Li Liyuan Chen Erkang Chen 92 6 0 16 Jul 2024
Restoring Images in Adverse Weather Conditions via Histogram Transformer Shangquan Sun Wenqi Ren Xinwei Gao Rui Wang Xiaochun Cao 85 38 0 14 Jul 2024