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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
You Only Need One Color Space: An Efficient Network for Low-light Image Enhancement Qingsen Yan Yixu Feng Cheng Zhang Pei Wang Peng Wu Wei Dong Jinqiu Sun Yanning Zhang 91 32 0 08 Feb 2024
Rethinking RGB Color Representation for Image Restoration Models Jaerin Lee J. Park Sungyong Baik Kyoung Mu Lee 67 1 0 05 Feb 2024
Key-Graph Transformer for Image Restoration Bin Ren Yawei Li Christos Sakaridis Rakesh Ranjan Mengyuan Liu Rita Cucchiara Luc Van Gool N. Sebe 134 1 0 04 Feb 2024
Diffusion Enhancement for Cloud Removal in Ultra-Resolution Remote Sensing Imagery Jialu Sui Yiyang Ma Wenhan Yang Xiaokang Zhang Man-On Pun Jiaying Liu 101 15 0 25 Jan 2024
Generative Design of Crystal Structures by Point Cloud Representations and Diffusion Model Zhelin Li Rami Mrad Runxian Jiao Guan Huang Jun Shan Shibing Chu Yuanping Chen 46 2 0 24 Jan 2024
A Saliency Enhanced Feature Fusion based multiscale RGB-D Salient Object Detection Network Rui Huang Qingyi Zhao Yan Xing Sihua Gao Weifeng Xu Yuxiang Zhang Wei Fan 91 3 0 22 Jan 2024
Deep Linear Array Pushbroom Image Restoration: A Degradation Pipeline and Jitter-Aware Restoration Network Zida Chen Ziran Zhang Haoying Li Menghao Li Yue-ting Chen Qi Li H. Feng Zhi-hai Xu Shiqi Chen 57 2 0 16 Jan 2024
Efficient Image Deblurring Networks based on Diffusion Models Kang Chen Yuanjie Liu DiffM 117 2 0 11 Jan 2024
Application of Deep Learning in Blind Motion Deblurring: Current Status and Future Prospects Yawen Xiang Heng Zhou Chengyang Li Fangwei Sun Zhongbo Li Yongqiang Xie 69 0 0 10 Jan 2024
UGPNet: Universal Generative Prior for Image Restoration Hwayoon Lee Kyoungkook Kang Hyeongmin Lee Seung-Hwan Baek Sunghyun Cho DiffM 86 2 0 31 Dec 2023
Efficient Multi-scale Network with Learnable Discrete Wavelet Transform for Blind Motion Deblurring Xin Gao Tianheng Qiu Xinyu Zhang Hanlin Bai Kang Liu Xuan Huang Hu Wei Guoying Zhang Huaping Liu 80 13 0 29 Dec 2023
Improving Image Restoration through Removing Degradations in Textual Representations Jingbo Lin Zhilu Zhang Yuxiang Wei Dongwei Ren Dongsheng Jiang Wangmeng Zuo 72 29 0 28 Dec 2023
Restoration by Generation with Constrained Priors Zheng Ding Xuaner Zhang Zhuowen Tu Zhihao Xia DiffM 54 5 0 28 Dec 2023
ViStripformer: A Token-Efficient Transformer for Versatile Video Restoration Fu-Jen Tsai Yan-Tsung Peng Chen-Yu Chang Chan-Yu Li Yen-Yu Lin Chung-Chi Tsai Chia-Wen Lin ViT 73 0 0 22 Dec 2023
ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation Jia-Hao Wu Fu-Jen Tsai Yan-Tsung Peng Chung-Chi Tsai Chia-Wen Lin Yen-Yu Lin DiffM 78 6 0 18 Dec 2023
MMBaT: A Multi-task Framework for mmWave-based Human Body Reconstruction and Translation Prediction Jiarui Yang Songpengcheng Xia Yifan Song Qi Wu Ling Pei 90 6 0 16 Dec 2023
VQCNIR: Clearer Night Image Restoration with Vector-Quantized Codebook Wenbin Zou Hongxia Gao Tian-Chun Ye Liang Chen Weipeng Yang Shasha Huang Hongsheng Chen Sixiang Chen 83 10 0 14 Dec 2023
Prompt-In-Prompt Learning for Universal Image Restoration Zilong Li Yiming Lei Chenglong Ma Junping Zhang Hongming Shan VLM 87 28 0 08 Dec 2023
UWFormer: Underwater Image Enhancement via a Semi-Supervised Multi-Scale Transformer Weiwen Chen Zinuo Li Shenghong Luo Weiwen Chen Mingxian Li Chi-Man Pun ViT 58 8 0 31 Oct 2023
VDIP-TGV: Blind Image Deconvolution via Variational Deep Image Prior Empowered by Total Generalized Variation Tingting Wu Zhiyan Du Zhi Li Feng-Lei Fan Tieyong Zeng 60 2 0 30 Oct 2023
DocStormer: Revitalizing Multi-Degraded Colored Document Images to Pristine PDF Chaowei Liu Jichun Li Yihua Teng Chaoqun Wang Nuo Xu Jihao Wu Dandan Tu 60 3 0 27 Oct 2023
A Comparative Study of Image Restoration Networks for General Backbone Network Design Xiangyu Chen Zheyuan Li Yuandong Pu Yihao Liu Jiantao Zhou Yu Qiao Chao Dong VLM 98 31 0 18 Oct 2023
PUCA: Patch-Unshuffle and Channel Attention for Enhanced Self-Supervised Image Denoising Hyemi Jang Junsung Park Dahuin Jung Jaihyun Lew Ho Bae Sung-Hoon Yoon 54 20 0 16 Oct 2023
A Comprehensive Survey on Deep Neural Image Deblurring S. A. Biyouki Hoon Hwangbo 72 2 0 07 Oct 2023
CrossZoom: Simultaneously Motion Deblurring and Event Super-Resolving Hexin Liu Xiang Zhang Mingyuan Lin Cheng Li Chu He Wentao Yang Gui-Song Xia Lei Yu 56 4 0 29 Sep 2023
Learning Parallax for Stereo Event-based Motion Deblurring Mingyuan Lin Chi Zhang Chu He Lei Yu 3DV 69 1 0 18 Sep 2023
ExBluRF: Efficient Radiance Fields for Extreme Motion Blurred Images Dongwoo Lee Jeongtaek Oh Jaesung Rim Sung-Jin Cho Kyoung Mu Lee VGen 124 28 0 16 Sep 2023
A Multi-scale Generalized Shrinkage Threshold Network for Image Blind Deblurring in Remote Sensing Yujie Feng Yin Yang Xiaohong Fan Zhengpeng Zhang Jianping Zhang 72 4 0 14 Sep 2023
Aggregating Long-term Sharp Features via Hybrid Transformers for Video Deblurring Dongwei Ren Wei Shang Yi Yang W. Zuo ViT 46 0 0 13 Sep 2023
Revealing the preference for correcting separated aberrations in joint optic-image design Jingwen Zhou Shiqi Chen Zheng Ren Wenguan Zhang Jiapu Yan H. Feng Qi Li Yue-ting Chen 57 8 0 08 Sep 2023
Prompt-based Ingredient-Oriented All-in-One Image Restoration Huiyu Gao Depeng Dang DiffM 89 14 0 06 Sep 2023
DiffI2I: Efficient Diffusion Model for Image-to-Image Translation Bin Xia Yulun Zhang Shiyin Wang Yitong Wang Xing Wu Yapeng Tian Wenming Yang Radu Timotfe Luc Van Gool DiffM VLM 80 16 0 26 Aug 2023
LAN-HDR: Luminance-based Alignment Network for High Dynamic Range Video Reconstruction Haesoo Chung N. Cho 152 9 0 22 Aug 2023
Learning A Coarse-to-Fine Diffusion Transformer for Image Restoration Liyan Wang Qinyu Yang Cong Wang Wen Wang Jin-shan Pan Zhixun Su DiffM 55 3 0 17 Aug 2023
Blind Motion Deblurring with Pixel-Wise Kernel Estimation via Kernel Prediction Networks Guillermo Varela Carbajal Patricia Vitoria José Lezama Pablo Musé 98 6 0 05 Aug 2023
Decomposition Ascribed Synergistic Learning for Unified Image Restoration Jinghao Zhang Fengmei Zhao 84 2 0 01 Aug 2023
DRAW: Defending Camera-shooted RAW against Image Manipulation Xiaoxiao Hu Qichao Ying Zhenxing Qian Sheng Li Xinpeng Zhang AAML 93 7 0 31 Jul 2023
SR-R $^2$ KAC: Improving Single Image Defocus Deblurring Peng Tang Zhiqiang Xu Pengfei Wei Xiaobin Hu Peilin Zhao Xin Cao Chunlai Zhou Tobias Lasser SupR 48 0 0 30 Jul 2023
Uncertainty-Driven Multi-Scale Feature Fusion Network for Real-time Image Deraining M. Tong Xu Yan Yongzhen Wang 52 0 0 19 Jul 2023
LUCYD: A Feature-Driven Richardson-Lucy Deconvolution Network Tomás Chobola Gesine Müller V. Dausmann Anton Theileis J. Taucher Jan Huisken Tingying Peng 31 1 0 16 Jul 2023
Reference-based Motion Blur Removal: Learning to Utilize Sharpness in the Reference Image Hang Zou Masanori Suganuma Takayuki Okatani 64 1 0 06 Jul 2023
Adaptive Window Pruning for Efficient Local Motion Deblurring Haoying Li Jixin Zhao Shangchen Zhou H. Feng Chongyi Li Chen Change Loy ViT 82 5 0 25 Jun 2023
Deformable Convolutions and LSTM-based Flexible Event Frame Fusion Network for Motion Deblurring Dan Yang Mehmet Yamaç 70 4 0 01 Jun 2023
A Unified Conditional Framework for Diffusion-based Image Restoration Yuanhang Zhang Xiaoyu Shi Dasong Li Xiaogang Wang Jian Wang Hongsheng Li DiffM 94 25 0 31 May 2023
Rethinking PRL: A Multiscale Progressively Residual Learning Network for Inverse Halftoning Feiyu Li Jun Yang 36 1 0 27 May 2023
Collaborative Blind Image Deblurring Thomas Eboli Jean-Michel Morel Gabriele Facciolo 61 1 0 25 May 2023
WaveDM: Wavelet-Based Diffusion Models for Image Restoration Yi Huang Jiancheng Huang Jianzhuang Liu Mingfu Yan Yu Dong Jiaxi Lv Chaoqi Chen Shifeng Chen 107 43 0 23 May 2023
Neural Image Re-Exposure Xinyu Zhang Hefei Huang Xu Jia D. Wang Huchuan Lu 77 4 0 23 May 2023
Hierarchical Integration Diffusion Model for Realistic Image Deblurring Zheng Chen Yulun Zhang Ding Liu Bin Xia Jinjin Gu Lingyu Kong X. Yuan DiffM 118 74 0 22 May 2023
Mobile Image Restoration via Prior Quantization Shiqi Chen Jin Zhou Menghao Li Yue-ting Chen Tingting Jiang 37 10 0 10 May 2023