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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"

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Title
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 98 1 0 12 Jul 2024
Exploring Richer and More Accurate Information via Frequency Selection for Image Restoration Hu Gao Depeng Dang 75 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 59 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 57 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 82 8 0 30 Jun 2024
DiffLoss: unleashing diffusion model as constraint for training image restoration network Jiangtong Tan Feng Zhao 84 0 0 27 Jun 2024
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring Xintian Mao Qingli Li Yan Wang 90 17 0 13 Jun 2024
AMSA-UNet: An Asymmetric Multiple Scales U-net Based on Self-attention for Deblurring Yingying Wang 59 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 72 3 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
Sharing Key Semantics in Transformer Makes Efficient Image Restoration Bin Ren Yawei Li Christos Sakaridis Rakesh Ranjan Mengyuan Liu Rita Cucchiara Luc Van Gool Ming-Hsuan Yang N. Sebe 115 7 0 30 May 2024
Dual-Path Multi-Scale Transformer for High-Quality Image Deraining Huiling Zhou Xianhao Wu Hongming Chen AI4CE ViT 85 1 0 28 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
RPBG: Towards Robust Neural Point-based Graphics in the Wild Qingtian Zhu Zizhuang Wei Zhongtian Zheng Yifan Zhan Zhuyu Yao Jiawang Zhang Kejian Wu Yinqiang Zheng 117 3 0 09 May 2024
Frequency-Assisted Mamba for Remote Sensing Image Super-Resolution Yi Xiao Qiangqiang Yuan Kui Jiang Yuzeng Chen Qiang Zhang Chia-Wen Lin Mamba 129 46 0 08 May 2024
Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A Survey Guoping Xu Xiaxia Wang Xinglong Wu Xuesong Leng Yongchao Xu 3DPC 95 11 0 02 May 2024
MCMS: Multi-Category Information and Multi-Scale Stripe Attention for Blind Motion Deblurring Nianzu Qiao Lamei Di Changyin Sun 62 0 0 02 May 2024
Real-Time 4K Super-Resolution of Compressed AVIF Images. AIS 2024 Challenge Survey Marcos V. Conde Zhijun Lei Wen Li Cosmin Stejerean Ioannis Katsavounidis ... Tae-hyun Jeong Yoonmo Yang Jae-Gon Kim Jinwoo Jeong Sunjei Kim 98 12 0 25 Apr 2024
CRNet: A Detail-Preserving Network for Unified Image Restoration and Enhancement Task Kangzhen Yang Tao Hu Kexin Dai Genggeng Chen Yu Cao Wei Dong Peng Wu Yanning Zhang Qingsen Yan 83 4 0 22 Apr 2024
Non-Uniform Exposure Imaging via Neuromorphic Shutter Control Mingyuan Lin Jian Liu Chi Zhang Zibo Zhao Chu He Lei Yu 74 0 0 22 Apr 2024
A Dataset and Model for Realistic License Plate Deblurring Haoyan Gong Yuzheng Feng Zhenrong Zhang Xianxu Hou Jingxin Liu Siqi Huang Hongbin Liu 56 5 0 21 Apr 2024
Motion-adaptive Separable Collaborative Filters for Blind Motion Deblurring Chengxu Liu Xuan Wang Xiangyu Xu Ruhao Tian Shuai Li Xueming Qian Ming-Hsuan Yang 105 14 0 19 Apr 2024
Real-World Efficient Blind Motion Deblurring via Blur Pixel Discretization Insoo Kim Jae Seok Choi Geonseok Seo Kinam Kwon Jinwoo Shin Hyong-Euk Lee 67 3 0 18 Apr 2024
CU-Mamba: Selective State Space Models with Channel Learning for Image Restoration Rui Deng Tianpei Gu Mamba 87 18 0 17 Apr 2024
DeblurGS: Gaussian Splatting for Camera Motion Blur Jeongtaek Oh Jaeyoung Chung Dongwoo Lee Kyoung Mu Lee 3DGS 98 10 0 17 Apr 2024
The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report Bin Ren Yawei Li Nancy Mehta Radu Timofte Hongyuan Yu ... P. Yashaswini Chaitra Desai R. Tabib Ujwala Patil U. Mudenagudi SupR 111 40 0 16 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 76 0 0 16 Apr 2024
Collaborative Feedback Discriminative Propagation for Video Super-Resolution Hao Li Xiang Chen Jiangxin Dong Jinhui Tang Jinshan Pan SupR 79 1 0 06 Apr 2024
Empowering Image Recovery_ A Multi-Attention Approach Juan Wen Yawei Li Chao Zhang Weiyan Hou Radu Timofte Luc Van Gool 74 0 0 06 Apr 2024
Bidirectional Multi-Scale Implicit Neural Representations for Image Deraining Xiang Chen Jinshan Pan Jiangxin Dong AI4CE 71 28 0 02 Apr 2024
Motion Blur Decomposition with Cross-shutter Guidance Xiang Ji Haiyang Jiang Yinqiang Zheng 63 0 0 01 Apr 2024
Gyro-based Neural Single Image Deblurring Heemin Yang Jaesung Rim Seungyong Lee Seung-Hwan Baek Sunghyun Cho 114 1 0 01 Apr 2024
GAMA-IR: Global Additive Multidimensional Averaging for Fast Image Restoration Youssef Mansour Reinhard Heckel 64 0 0 31 Mar 2024
IPT-V2: Efficient Image Processing Transformer using Hierarchical Attentions Zhijun Tu Kunpeng Du Hanting Chen Hai-lin Wang Wei Li Jie Hu Yunhe Wang ViT 80 4 0 31 Mar 2024
Spread Your Wings: A Radial Strip Transformer for Image Deblurring Duosheng Chen Shihao Zhou Jinshan Pan Jinglei Shi Lishen Qu Jufeng Yang ViT 63 0 0 30 Mar 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 66 4 0 30 Mar 2024
Look-Around Before You Leap: High-Frequency Injected Transformer for Image Restoration Shihao Zhou Duosheng Chen Jinshan Pan Jufeng Yang 101 2 0 30 Mar 2024
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring Huiyu Gao Depeng Dang 87 14 0 29 Mar 2024
Blur2Blur: Blur Conversion for Unsupervised Image Deblurring on Unknown Domains Bang-Dang Pham Phong Tran Anh Tran Cuong Pham Rang Nguyen Minh Hoai 67 2 0 24 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 25 0 21 Mar 2024
VmambaIR: Visual State Space Model for Image Restoration Yuan Shi Bin Xia Xiaoyu Jin Xing Wang Tianyu Zhao Xin Xia Xuefeng Xiao Wenming Yang 96 58 0 18 Mar 2024
How Powerful Potential of Attention on Image Restoration? Cong Wang Jinshan Pan Yeying Jin Liyan Wang Wei Wang Gang Fu Wenqi Ren Xiaochun Cao ViT 52 1 0 15 Mar 2024
Efficient Diffusion Model for Image Restoration by Residual Shifting Zongsheng Yue Jianyi Wang Chen Change Loy DiffM 121 38 0 12 Mar 2024
Decoupling Degradations with Recurrent Network for Video Restoration in Under-Display Camera Chengxu Liu Xuan Wang Yuanting Fan Shuai Li Xueming Qian 77 4 0 08 Mar 2024
BAGS: Blur Agnostic Gaussian Splatting through Multi-Scale Kernel Modeling Cheng-Fang Peng Yutao Tang Yifan Zhou Nengyu Wang Xijun Liu Deming Li Rama Chellappa 80 28 0 07 Mar 2024
A Unified Framework for Microscopy Defocus Deblur with Multi-Pyramid Transformer and Contrastive Learning Yuelin Zhang Pengyu Zheng Wanquan Yan Chengyu Fang Shing Shin Cheng MedIm 103 8 0 05 Mar 2024
Learning to Deblur Polarized Images Chu Zhou Minggui Teng Xinyu Zhou Chao Xu Boxin Shi Boxin Shi 88 2 0 28 Feb 2024
Learning to See Through Dazzle Xiaopeng Peng Erin F. Fleet A. Watnik Grover A. Swartzlander GAN AAML 74 4 0 24 Feb 2024
Gyroscope-Assisted Motion Deblurring Network Simin Luan Cong Yang Zeyd Boukhers Xue Qin Dongfeng Cheng Wei Sui Zhijun Li 98 0 0 10 Feb 2024
Spatially-Attentive Patch-Hierarchical Network with Adaptive Sampling for Motion Deblurring Maitreya Suin Kuldeep Purohit A. N. Rajagopalan 58 0 0 09 Feb 2024