Rethinking Coarse-to-Fine Approach in Single Image Deblurring

11 August 2021

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

50 / 219 papers shown

Title
Image Restoration via Multi-domain Learning Xingyu Jiang Ning Gao Xiuhui Zhang Hongkun Dou Shaowen Fu Xiaoqing Zhong H. Li Yue Deng ViT 43 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 47 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 31 0 0 20 Apr 2025
The Tenth NTIRE 2025 Efficient Super-Resolution Challenge Report Bin Ren Hang Guo Lei-huan Sun Z. Wu Radu Timofte ... Dong-Hyeop Son Ui-Jin Choi Tiancheng Shao Y. Zhang Mengcheng Ma SupR 57 7 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 54 0 0 26 Mar 2025
Fractal-IR: A Unified Framework for Efficient and Scalable Image Restoration Yawei Li Bin Ren Jingyun Liang Rakesh Ranjan Mengyuan Liu N. Sebe Ming-Hsuan Yang Luca Benini 58 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 52 0 0 20 Mar 2025
From Zero to Detail: Deconstructing Ultra-High-Definition Image Restoration from Progressive Spectral Perspective C. Zhao Z. Chen Yunzhe Xu Enxuan Gu Jian Li Zili Yi Qian Wang Jian Yang Ying Tai 89 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 53 0 0 16 Mar 2025
Prior-guided Hierarchical Harmonization Network for Efficient Image Dehazing Xiongfei Su Siyuan Li Yuning Cui Miao Cao Y. Zhang Z. Chen Zongliang Wu Z. Wang Y. Zhang Xin Yuan 60 0 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 46 5 0 27 Feb 2025
Exploiting Deblurring Networks for Radiance Fields Haeyun Choi Heemin Yang Janghyeok Han Sunghyun Cho 52 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 85 0 0 06 Feb 2025
BD-Diff: Generative Diffusion Model for Image Deblurring on Unknown Domains with Blur-Decoupled Learning Junhao Cheng Wei-Ting Chen Xi Lu Ming-Hsuan Yang DiffM 58 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 39 0 0 28 Jan 2025
Complementary Advantages: Exploiting Cross-Field Frequency Correlation for NIR-Assisted Image Denoising Y. Wang Hongyuan Wang Lizhi Wang X. Wang Lin Zhu Wanxuan Lu Hua Huang 84 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 72 1 0 16 Dec 2024
Towards Context-aware Convolutional Network for Image Restoration Fangwei Hao Ji Du Weiyun Liang Jing Xu Xiaoxuan Xu SupR 90 0 0 15 Dec 2024
XYScanNet: A State Space Model for Single Image Deblurring Hanzhou Liu Chengkai Liu Jiacong Xu Peng Jiang Mi Lu Mamba 85 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 78 1 0 10 Dec 2024
CubeFormer: A Simple yet Effective Baseline for Lightweight Image Super-Resolution Jikai Wang Huan Zheng Jianbing Shen SupR 76 0 0 03 Dec 2024
Auto-Encoded Supervision for Perceptual Image Super-Resolution MinKyu Lee Sangeek Hyun Woojin Jun Jae-Pil Heo SupR 89 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 164 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 35 1 0 12 Nov 2024
Multi-scale Frequency Enhancement Network for Blind Image Deblurring Yawen Xiang Heng Zhou Chengyang Li Zhongbo Li Yongqiang Xie 25 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 32 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 36 0 0 10 Nov 2024
GS-Blur: A 3D Scene-Based Dataset for Realistic Image Deblurring Dongwoo Lee J. Park Kyoung Mu Lee 3DGS 36 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 15 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 98 8 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 34 0 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 26 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 24 6 0 27 Aug 2024
Cascaded Temporal Updating Network for Efficient Video Super-Resolution Hao Li Jiangxin Dong Jinshan Pan 40 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 39 8 0 30 Jul 2024
Multi-Expert Adaptive Selection: Task-Balancing for All-in-One Image Restoration Xiaoyan Yu Shen Zhou Huafeng Li Liehuang Zhu 29 3 0 27 Jul 2024
Dilated Strip Attention Network for Image Restoration Fangwei Hao Jiesheng Wu Ji Du Yinjie Wang Jing Xu 37 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 44 10 0 25 Jul 2024
LoFormer: Local Frequency Transformer for Image Deblurring Xintian Mao Jiansheng Wang Xingran Xie Qingli Li Yan Wang 34 8 0 24 Jul 2024
A New Dataset and Framework for Real-World Blurred Images Super-Resolution Rui Qin Ming-hui Sun Chao Zhou Bin Wang SupR 26 1 0 20 Jul 2024
Temporal Event Stereo via Joint Learning with Stereoscopic Flow Hoonhee Cho Jae-Young Kang Kuk-Jin Yoon 28 4 0 15 Jul 2024
Domain-adaptive Video Deblurring via Test-time Blurring Jin-Ting He Fu-Jen Tsai Jia-Hao Wu Yan-Tsung Peng Chung-Chi Tsai Chia-Wen Lin Yen-Yu Lin 37 1 0 12 Jul 2024
Exploring Richer and More Accurate Information via Frequency Selection for Image Restoration Hu Gao Depeng Dang 30 1 0 12 Jul 2024
GAURA: Generalizable Approach for Unified Restoration and Rendering of Arbitrary Views Vinayak Gupta Rongali Simhachala Venkata Girish Mukund Varma T A. Tewari Kaushik Mitra 35 0 0 11 Jul 2024
Solving the inverse problem of microscopy deconvolution with a residual Beylkin-Coifman-Rokhlin neural network Rui Li M. Kudryashev Artur Yakimovich 30 1 0 03 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 34 7 0 30 Jun 2024
DiffLoss: unleashing diffusion model as constraint for training image restoration network Jiangtong Tan Feng Zhao 29 0 0 27 Jun 2024
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring Xintian Mao Qingli Li Yan Wang 35 14 0 13 Jun 2024
AMSA-UNet: An Asymmetric Multiple Scales U-net Based on Self-attention for Deblurring Yingying Wang 29 0 0 13 Jun 2024
DemosaicFormer: Coarse-to-Fine Demosaicing Network for HybridEVS Camera Senyan Xu Zhijing Sun Jiaying Zhu Yurui Zhu Xueyang Fu Zheng-Jun Zha 26 3 0 12 Jun 2024