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Rethinking Coarse-to-Fine Approach in Single Image Deblurring

11 August 2021

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Papers citing "Rethinking Coarse-to-Fine Approach in Single Image Deblurring"

50 / 226 papers shown

Title
Reversing Flow for Image Restoration Haina Qin Wenyang Luo L. xilinx Wang Dandan Zheng Jingdong Chen Ming Yang Bing Li Weiming Hu 21 0 0 20 Jun 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 20 0 0 20 Jun 2025
Image Restoration Learning via Noisy Supervision in the Fourier Domain Haosen Liu Jiahao Liu Shan Tan Edmund Y. Lam 18 0 0 31 May 2025
Efficient RAW Image Deblurring with Adaptive Frequency Modulation Wenlong Jiao Binglong Li Wei Shang Ping Wang Dongwei Ren 36 0 0 30 May 2025
Real-Time Blind Defocus Deblurring for Earth Observation: The IMAGIN-e Mission Approach Alejandro D. Mousist 17 0 0 28 May 2025
Breaking Complexity Barriers: High-Resolution Image Restoration with Rank Enhanced Linear Attention Yuang Ai Huaibo Huang Tao Wu Qihang Fan Ran He 41 0 0 22 May 2025
Deep Learning-Driven Ultra-High-Definition Image Restoration: A Survey Liyan Wang Weixiang Zhou Cong Wang Kin-Man Lam Zhixun Su Jinshan Pan 56 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
NTIRE 2025 Challenge on Efficient Burst HDR and Restoration: Datasets, Methods, and Results Sangmin Lee Eunpil Park Angel Canelo Hyunhee Park Youngjo Kim ... Alvaro Garcıa-Lara Daniel Feijoo Alvaro Garcıa Zeyu Xiao Zerui Li 94 13 0 17 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 105 0 0 07 May 2025
Sim-to-Real: An Unsupervised Noise Layer for Screen-Camera Watermarking Robustness Yufeng Wu Xin Liao Baowei Wang Han Fang Xiaoshuai Wu Guiling Wang 85 0 0 26 Apr 2025
Frequency-domain Learning with Kernel Prior for Blind Image Deblurring Jixiang Sun Fei Lei Jiawei Zhang Wenxiu Sun Yujiu Yang 63 0 0 20 Apr 2025
The Tenth NTIRE 2025 Efficient Super-Resolution Challenge Report Bin Ren Hang Guo Lei-huan Sun Zhikai Wu Radu Timofte ... Dong-Hyeop Son Ui-Jin Choi Tiancheng Shao Yu Zhang Mengcheng Ma SupR 163 13 0 14 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
Fractal-IR: A Unified Framework for Efficient and Scalable Image Restoration Yawei Li Bin Ren Christos Sakaridis Rakesh Ranjan Mengyuan Liu N. Sebe Ming-Hsuan Yang Luca Benini 101 0 0 22 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
From Zero to Detail: Deconstructing Ultra-High-Definition Image Restoration from Progressive Spectral Perspective C. Zhao Zheyu Chen Yunzhe Xu Enxuan Gu Jian Li Zili Yi Qian Wang Jian Yang Ying Tai 128 0 0 17 Mar 2025
Pathology Image Restoration via Mixture of Prompts Jiangdong Cai Yan Chen Zhenrong Shen Haotian Jiang Honglin Xiong Kai Xuan Lichi Zhang Qian Wang MedIm 80 0 0 16 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
HVI: A New Color Space for Low-light Image Enhancement Qingsen Yan Yixu Feng Cheng Zhang Guansong Pang Kangbiao Shi Peng Wu Wei Dong Jinqiu Sun Yanning Zhang 89 6 0 27 Feb 2025
Exploiting Deblurring Networks for Radiance Fields Haeyun Choi Heemin Yang Janghyeok Han Sunghyun Cho 136 0 0 20 Feb 2025
DeblurDiff: Real-World Image Deblurring with Generative Diffusion Models Lingshun Kong Jiawei Zhang Dongqing Zou Jimmy S. J. Ren Xiaohe Wu Jiangxin Dong Jinshan Pan DiffM 110 0 0 06 Feb 2025
Unpaired Deblurring via Decoupled Diffusion Model Junhao Cheng Wei-Ting Chen Xi Lu Ming-Hsuan Yang DiffM 124 0 0 03 Feb 2025
ClearSight: Human Vision-Inspired Solutions for Event-Based Motion Deblurring Xiaopeng Lin Yulong Huang Hongwei Ren Zunchang Liu Yue Zhou Haotian Fu Bojun Cheng 105 0 0 27 Jan 2025
Complementary Advantages: Exploiting Cross-Field Frequency Correlation for NIR-Assisted Image Denoising Yansen Wang Hongyuan Wang Lizhi Wang Xinyu Wang Lin Zhu Wanxuan Lu Hua Huang 170 1 0 21 Dec 2024
Event-based Motion Deblurring via Multi-Temporal Granularity Fusion Xiaopeng Lin Hongwei Ren Yulong Huang Zunchang Liu Yue Zhou Haotian Fu Biao Pan Bojun Cheng 122 1 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
XYScanNet: A State Space Model for Single Image Deblurring Hanzhou Liu Chengkai Liu Jiacong Xu Peng Jiang Mi Lu Mamba 124 0 0 13 Dec 2024
Modeling Dual-Exposure Quad-Bayer Patterns for Joint Denoising and Deblurring Yuzhi Zhao L. Po Xin Ye Yongzhe Xu Qiong Yan 141 2 0 10 Dec 2024
CubeFormer: A Simple yet Effective Baseline for Lightweight Image Super-Resolution Jikai Wang Huan Zheng Jianbing Shen SupR 138 0 0 03 Dec 2024
Auto-Encoded Supervision for Perceptual Image Super-Resolution MinKyu Lee Sangeek Hyun Woojin Jun Jae-Pil Heo SupR 173 0 0 28 Nov 2024
J-Invariant Volume Shuffle for Self-Supervised Cryo-Electron Tomogram Denoising on Single Noisy Volume Xiwei Liu Mohamad Kassab Min Xu Qirong Ho 512 0 0 22 Nov 2024
Joint multi-dimensional dynamic attention and transformer for general image restoration Huan Zhang Xu Zhang Nian Cai Jianglei Di Yun Zhang ViT 70 1 0 12 Nov 2024
Multi-scale Frequency Enhancement Network for Blind Image Deblurring Yawen Xiang Heng Zhou Chengyang Li Zhongbo Li Yongqiang Xie 65 0 0 11 Nov 2024
Dropout the High-rate Downsampling: A Novel Design Paradigm for UHD Image Restoration Chen Wu Ling Wang Long Peng Dianjie Lu Zhuoran Zheng 85 0 0 10 Nov 2024
SEM-Net: Efficient Pixel Modelling for image inpainting with Spatially Enhanced SSM Shuang Chen Haozheng Zhang Amir Atapour-Abarghouei Hubert P. H. Shum 67 0 0 10 Nov 2024
GS-Blur: A 3D Scene-Based Dataset for Realistic Image Deblurring Dongwoo Lee J. Park Kyoung Mu Lee 3DGS 68 0 0 31 Oct 2024
GLMHA A Guided Low-rank Multi-Head Self-Attention for Efficient Image Restoration and Spectral Reconstruction Zaid Ilyas Naveed Akhtar David Suter Syed Zulqarnain Gilani 90 0 0 01 Oct 2024
AIM 2024 Challenge on Efficient Video Super-Resolution for AV1 Compressed Content Marcos V Conde Zhijun Lei Wen Li Christos Bampis Ioannis Katsavounidis Radu Timofte SupR 172 10 0 25 Sep 2024
DAP-LED: Learning Degradation-Aware Priors with CLIP for Joint Low-light Enhancement and Deblurring Ling Wang Chen Wu Lin Wang 72 1 0 20 Sep 2024
F2former: When Fractional Fourier Meets Deep Wiener Deconvolution and Selective Frequency Transformer for Image Deblurring Subhajit Paul Sahil Kumawat Ashutosh Gupta Deepak Mishra 73 2 0 03 Sep 2024
Towards Real-world Event-guided Low-light Video Enhancement and Deblurring Taewoo Kim Jaeseok Jeong Hoonhee Cho Yuhwan Jeong Kuk-Jin Yoon 54 8 0 27 Aug 2024
Cascaded Temporal Updating Network for Efficient Video Super-Resolution Hao Li Jiangxin Dong Jinshan Pan 72 0 0 26 Aug 2024
UniProcessor: A Text-induced Unified Low-level Image Processor Huiyu Duan Xiongkuo Min Sijing Wu Wei Shen Guangtao Zhai DiffM 75 11 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
RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models Haoyu Chen Wenbo Li Jinjin Gu Jingjing Ren Sixiang Chen Tian-Chun Ye Renjing Pei Kaiwen Zhou Fenglong Song Lei Zhu OffRL 82 15 0 25 Jul 2024
LoFormer: Local Frequency Transformer for Image Deblurring Xintian Mao Jiansheng Wang Xingran Xie Qingli Li Yan Wang 72 14 0 24 Jul 2024
A New Dataset and Framework for Real-World Blurred Images Super-Resolution Rui Qin Ming Sun Chao Zhou Bin Wang SupR 73 3 0 20 Jul 2024
Temporal Event Stereo via Joint Learning with Stereoscopic Flow Hoonhee Cho Jae-Young Kang Kuk-Jin Yoon 69 4 0 15 Jul 2024