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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
OneRestore: A Universal Restoration Framework for Composite Degradation Yu Guo Yuan Gao Yuxu Lu Huilin Zhu R. W. Liu Shengfeng He DiffM 124 33 0 05 Jul 2024
Diff-Restorer: Unleashing Visual Prompts for Diffusion-based Universal Image Restoration Yuhong Zhang Hengsheng Zhang Xinning Chai Zhengxue Cheng Rong Xie Li Song Wenjun Zhang DiffM 74 5 0 04 Jul 2024
FALCON: Frequency Adjoint Link with CONtinuous Density Mask for Fast Single Image Dehazing Donghyun Kim Seil Kang Seong Jae Hwang 65 0 0 01 Jul 2024
Instruct-IPT: All-in-One Image Processing Transformer via Weight Modulation Yuchuan Tian Jianhong Han Hanting Chen Yuanyuan Xi Guoyang Zhang Jie Hu Chao Xu Yunhe Wang ViT VLM 82 8 0 30 Jun 2024
Vision Transformer with Key-select Routing Attention for Single Image Dehazing L. Tong Weijia Li Qingxia Yang Liyuan Chen Peng Chen 67 0 0 28 Jun 2024
ConStyle v2: A Strong Prompter for All-in-One Image Restoration Dongqi Fan Junhao Zhang Liang Chang VLM 74 2 0 26 Jun 2024
SDNIA-YOLO: A Robust Object Detection Model for Extreme Weather Conditions Yuexiong Ding Xiaowei Luo 72 1 0 18 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 219 42 0 17 Jun 2024
Real-world Image Dehazing with Coherence-based Label Generator and Cooperative Unfolding Network Chengyu Fang Chunming He Fengyang Xiao Yulun Zhang Longxiang Tang Yuelin Zhang Kai Li Xiu Li 116 6 0 12 Jun 2024
Correlation Matching Transformation Transformers for UHD Image Restoration Cong Wang Jinshan Pan Wei Wang Gang Fu Siyuan Liang Mengzhu Wang Xiaomei Wu Jun Liu ViT 107 32 0 02 Jun 2024
PromptFix: You Prompt and We Fix the Photo Yongsheng Yu Ziyun Zeng Hang Hua Jianlong Fu Jiebo Luo MLLM DiffM VLM 88 28 0 27 May 2024
Efficient Degradation-aware Any Image Restoration Eduard Zamfir Zongwei Wu Nancy Mehta Danda Dani Paudel Yulun Zhang Radu Timofte 95 6 0 24 May 2024
Efficient Visual State Space Model for Image Deblurring Lingshun Kong Jiangxin Dong J. Tang Jinshan Pan Jinshan Pan 110 4 0 23 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
Driving-Video Dehazing with Non-Aligned Regularization for Safety Assistance Junkai Fan Jiangwei Weng Kun Wang Yijun Yang J. Qian Jun Li Jian Yang 122 5 0 16 May 2024
Parallel Cross Strip Attention Network for Single Image Dehazing L. Tong Yun-Peng Liu Tian-Chun Ye Weijia Li Liyuan Chen Erkang Chen 70 0 0 09 May 2024
Residual-Conditioned Optimal Transport: Towards Structure-Preserving Unpaired and Paired Image Restoration Xiaole Tang Xin Hu Xiang Gu Jian Sun 83 8 0 05 May 2024
ODCR: Orthogonal Decoupling Contrastive Regularization for Unpaired Image Dehazing Zhongze Wang Haitao Zhao Jingchao Peng Lujian Yao Kaijie Zhao 78 9 0 27 Apr 2024
Referring Flexible Image Restoration Runwei Guan Rongsheng Hu Zhuhao Zhou Tianlang Xue Ka Lok Man Jeremy S. Smith Eng Gee Lim Weiping Ding Yutao Yue 81 0 0 16 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 51 0 0 14 Apr 2024
VIFNet: An End-to-end Visible-Infrared Fusion Network for Image Dehazing Meng Yu Te Cui Haoyang Lu Yufeng Yue 98 9 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 94 3 0 03 Apr 2024
Dynamic Pre-training: Towards Efficient and Scalable All-in-One Image Restoration Akshay Dudhane Omkar Thawakar Syed Waqas Zamir Salman Khan Fahad Shahbaz Khan Ming-Hsuan Yang AI4CE 78 7 0 02 Apr 2024
Specularity Factorization for Low-Light Enhancement A. S. Baslamisli Noah Snavely. Intrinsic 79 4 0 02 Apr 2024
Boosting Visual Recognition in Real-world Degradations via Unsupervised Feature Enhancement Module with Deep Channel Prior Zhanwen Liu Yuhang Li Yang Wang Bolin Gao Yisheng An Xiangmo Zhao 85 4 0 02 Apr 2024
Seeing the Unseen: A Frequency Prompt Guided Transformer for Image Restoration Shihao Zhou Jinshan Pan Jinglei Shi Duosheng Chen Lishen Qu Jufeng Yang VLM 68 4 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 131 4 0 25 Mar 2024
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation Yuning Cui Syed Waqas Zamir Salman Khan Alois Knoll Mubarak Shah Fahad Shahbaz Khan 82 26 0 21 Mar 2024
CPA-Enhancer: Chain-of-Thought Prompted Adaptive Enhancer for Object Detection under Unknown Degradations Yuwei Zhang Yan Wu Yanming Liu Xinyue Peng 106 8 0 17 Mar 2024
Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model Dian Zheng Xiao-Ming Wu Shuzhou Yang Jian Zhang Jianfang Hu Wei-Shi Zheng DiffM 107 39 0 17 Mar 2024
D-YOLO a robust framework for object detection in adverse weather conditions Zihan Chu 88 5 0 14 Mar 2024
FogGuard: guarding YOLO against fog using perceptual loss Soheil Gharatappeh Sepideh Neshatfar Salimeh Yasaei Sekeh Vikas Dhiman 69 1 0 13 Mar 2024
Continual All-in-One Adverse Weather Removal with Knowledge Replay on a Unified Network Structure De Cheng Yanling Ji Dong Gong Yan Li Nannan Wang Junwei Han Dingwen Zhang CLL 91 15 0 12 Mar 2024
Generalizing to Out-of-Sample Degradations via Model Reprogramming Runhua Jiang Yahong Han DiffM OODD 67 0 0 09 Mar 2024
FriendNet: Detection-Friendly Dehazing Network Yihua Fan Yongzhen Wang Mingqiang Wei F. Wang H. Xie 115 4 0 07 Mar 2024
Depth Information Assisted Collaborative Mutual Promotion Network for Single Image Dehazing Yafei Zhang Shen Zhou Huafeng Li 81 25 0 02 Mar 2024
Diff-Plugin: Revitalizing Details for Diffusion-based Low-level Tasks Yuhao Liu Zhanghan Ke Fang Liu Nanxuan Zhao Rynson W. H. Lau DiffM 110 23 0 01 Mar 2024
IRConStyle: Image Restoration Framework Using Contrastive Learning and Style Transfer Dongqi Fan Xin Zhao Liang Chang 69 1 0 24 Feb 2024
Inadequacies of Large Language Model Benchmarks in the Era of Generative Artificial Intelligence Timothy R. McIntosh Teo Susnjak Tong Liu Paul Watters Malka N. Halgamuge ALM ELM 108 57 0 15 Feb 2024
AoSRNet: All-in-One Scene Recovery Networks via Multi-knowledge Integration Yuxu Lu Dong Yang Yuan Gao Ryan Wen Liu Jun Liu Yu Guo 52 13 0 06 Feb 2024
LIR: A Lightweight Baseline for Image Restoration Dongqi Fan Ting Yue Xin Zhao Renjing Xu Liang Chang 60 0 0 02 Feb 2024
InstructIR: High-Quality Image Restoration Following Human Instructions Marcos V. Conde Gregor Geigle Radu Timofte DiffM 127 58 0 29 Jan 2024
Unified-Width Adaptive Dynamic Network for All-In-One Image Restoration Yimin Xu Nanxi Gao Zhongyun Shan Chia-Wen Lin Rongrong Ji 120 6 0 24 Jan 2024
Depth-agnostic Single Image Dehazing Honglei Xu Yan Shu Shaohui Liu 49 0 0 14 Jan 2024
WaveletFormerNet: A Transformer-based Wavelet Network for Real-world Non-homogeneous and Dense Fog Removal Shengli Zhang Zhiyong Tao Sen Lin ViT 62 6 0 09 Jan 2024
MvKSR: Multi-view Knowledge-guided Scene Recovery for Hazy and Rainy Degradation Dong Yang Wenyu Xu Yuan Gao Yuxu Lu Jingming Zhang Yu Guo 62 5 0 08 Jan 2024
Haze Removal via Regional Saturation-Value Translation and Soft Segmentation Le-Anh Tran Dong-Chul Park 41 0 0 07 Jan 2024
Improving Image Restoration through Removing Degradations in Textual Representations Jingbo Lin Zhilu Zhang Yuxiang Wei Dongwei Ren Dongsheng Jiang Wangmeng Zuo 72 30 0 28 Dec 2023
DHFormer: A Vision Transformer-Based Attention Module for Image Dehazing Abdul Wasi O. J. Shiney ViT 19 2 0 15 Dec 2023
Textual Prompt Guided Image Restoration Qiuhai Yan Aiwen Jiang Kang Chen Long Peng Qiaosi Yi Chunjie Zhang DiffM VLM 81 11 0 11 Dec 2023