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FFA-Net: Feature Fusion Attention Network for Single Image Dehazing

18 November 2019

Papers citing "FFA-Net: Feature Fusion Attention Network for Single Image Dehazing"

50 / 231 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 80 2 0 01 Jul 2025
Reversing Flow for Image Restoration Haina Qin Wenyang Luo L. xilinx Wang Dandan Zheng Jingdong Chen Ming Yang Bing Li Weiming Hu 23 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
Forward-only Diffusion Probabilistic Models Ziwei Luo Fredrik K. Gustafsson Jens Sjölund Thomas B. Schön 64 0 0 22 May 2025
Breaking Complexity Barriers: High-Resolution Image Restoration with Rank Enhanced Linear Attention Yuang Ai Huaibo Huang Tao Wu Qihang Fan Ran He 48 0 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
WDMamba: When Wavelet Degradation Prior Meets Vision Mamba for Image Dehazing Jie Sun Heng Liu Yongzhen Wang Xiao-Ping Zhang Mingqiang Wei Mamba 79 0 0 07 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
CMAWRNet: Multiple Adverse Weather Removal via a Unified Quaternion Neural Architecture V. Frants S. Agaian K. Panetta Peter Huang 98 1 0 03 May 2025
Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and Outlook Muyi Bao Shuchang Lyu Zhaoyang Xu Huiyu Zhou Jinchang Ren Shiming Xiang Xuelong Li Guangliang Cheng Mamba 267 0 0 01 May 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
DPMambaIR:All-in-One Image Restoration via Degradation-Aware Prompt State Space Model Ziqiang Liu Shuigeng Zhou Yuchao Dai Yang Wang Yisheng An Xiangmo Zhao 90 1 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
NTIRE 2025 Challenge on Real-World Face Restoration: Methods and Results Zheng Chen Jun Wang Kai Liu Jue Gong Lei Sun ... J. Lee C. Lee Chih-Chung Hsu Hu Peng Chunming He 118 11 0 20 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
Tokenize Image Patches: Global Context Fusion for Effective Haze Removal in Large Images Jiuchen Chen Xinyu Yan Qizhi Xu Kaiqi Li VLM 66 1 0 13 Apr 2025
Loss Functions in Deep Learning: A Comprehensive Review Omar Elharrouss Yasir Mahmood Yassine Bechqito Mohamed Adel Serhani E. Badidi Jamal Riffi Hamid Tairi 128 0 0 05 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 85 1 0 25 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
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
Hybrid Agents for Image Restoration Bingchen Li Xiaochen Li Yiting Lu Zhibo Chen 146 2 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
Seeing Beyond Haze: Generative Nighttime Image Dehazing Beibei Lin Stephen Lin Robby T. Tan DiffM 92 1 0 11 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
ColFigPhotoAttnNet: Reliable Finger Photo Presentation Attack Detection Leveraging Window-Attention on Color Spaces Anudeep Vurity Emanuela Marasco Raghavendra Ramachandra Jongwoo Park AAML 72 1 0 07 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
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
MaRS: A Fast Sampler for Mean Reverting Diffusion based on ODE and SDE Solvers Ao Li Wei Fang Hongbo Zhao Le Lu Ge Yang Minfeng Xu DiffM 111 1 0 11 Feb 2025
FDG-Diff: Frequency-Domain-Guided Diffusion Framework for Compressed Hazy Image Restoration Ruicheng Zhang Kanghui Tian Zeyu Zhang Qixiang Liu Zhi Jin DiffM 103 1 0 22 Jan 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
Natural Language Supervision for Low-light Image Enhancement Jiahui Tang Kaihua Zhou Zhijian Luo Yueen Hou 136 0 0 11 Jan 2025
DehazeGS: Seeing Through Fog with 3D Gaussian Splatting Jinze Yu Yijiao Wang Zhengda Lu Jianwei Guo Yong Li Hongxing Qin Xiaopeng Zhang 130 1 0 07 Jan 2025
Distilled Pooling Transformer Encoder for Efficient Realistic Image Dehazing Le-Anh Tran Dong-Chul Park ViT 124 0 0 18 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
Deep Variational Bayesian Modeling of Haze Degradation Process Eun Woo Im Junsung Shin Sungyong Baik Tae Hyun Kim 124 0 0 04 Dec 2024
AllRestorer: All-in-One Transformer for Image Restoration under Composite Degradations J. Mao Yue Yang Xuesong Yin Ling Shao Hao Tang 66 1 0 16 Nov 2024
Underwater Image Enhancement with Cascaded Contrastive Learning Yi Liu Qiuping Jiang Xinyu Wang Ting Luo Jingchun Zhou 65 4 0 16 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 102 1 0 12 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 86 4 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 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
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 121 1 0 10 Oct 2024
UIR-LoRA: Achieving Universal Image Restoration through Multiple Low-Rank Adaptation Cheng Zhang Dong Gong Jiumei He Yu Zhu Jinqiu Sun Yanning Zhang AI4CE 71 0 0 30 Sep 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
Adverse Weather Optical Flow: Cumulative Homogeneous-Heterogeneous Adaptation Hanyu Zhou Yi Chang Zhiwei Shi Wending Yan Gang Chen Yonghong Tian Luxin Yan 95 1 0 25 Sep 2024