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
UGPNet: Universal Generative Prior for Image Restoration Hwayoon Lee Kyoungkook Kang Hyeongmin Lee Seung-Hwan Baek Sunghyun Cho DiffM 29 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 19 9 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 21 25 0 28 Dec 2023
Restoration by Generation with Constrained Priors Zheng Ding Xuaner Zhang Zhuowen Tu Zhihao Xia DiffM 21 3 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 14 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 27 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 40 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 50 8 0 14 Dec 2023
Prompt-In-Prompt Learning for Universal Image Restoration Zilong Li Yiming Lei Chenglong Ma Junping Zhang Hongming Shan VLM 37 25 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 19 5 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 20 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 11 2 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 19 26 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 13 16 0 16 Oct 2023
A Comprehensive Survey on Deep Neural Image Deblurring S. A. Biyouki Hoon Hwangbo 30 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 24 4 0 29 Sep 2023
Learning Parallax for Stereo Event-based Motion Deblurring Mingyuan Lin Chi Zhang Chu He Lei Yu 3DV 29 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 38 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 26 2 0 14 Sep 2023
Aggregating Long-term Sharp Features via Hybrid Transformers for Video Deblurring Dongwei Ren Wei Shang Yi Yang W. Zuo ViT 14 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 19 8 0 08 Sep 2023
Prompt-based Ingredient-Oriented All-in-One Image Restoration Huiyu Gao Depeng Dang DiffM 27 12 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 36 14 0 26 Aug 2023
LAN-HDR: Luminance-based Alignment Network for High Dynamic Range Video Reconstruction Haesoo Chung N. Cho 28 8 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 24 2 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 13 6 0 05 Aug 2023
Decomposition Ascribed Synergistic Learning for Unified Image Restoration Jinghao Zhang Fengmei Zhao 21 2 0 01 Aug 2023
DRAW: Defending Camera-shooted RAW against Image Manipulation Xiaoxiao Hu Qichao Ying Zhenxing Qian Sheng Li Xinpeng Zhang AAML 37 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 21 0 0 30 Jul 2023
Uncertainty-Driven Multi-Scale Feature Fusion Network for Real-time Image Deraining M. Tong Xu Yan Yongzhen Wang 18 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 9 1 0 16 Jul 2023
Reference-based Motion Blur Removal: Learning to Utilize Sharpness in the Reference Image Hang Zou Masanori Suganuma Takayuki Okatani 25 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 23 4 0 25 Jun 2023
Deformable Convolutions and LSTM-based Flexible Event Frame Fusion Network for Motion Deblurring Dan Yang Mehmet Yamaç 16 3 0 01 Jun 2023
A Unified Conditional Framework for Diffusion-based Image Restoration Y. Zhang Xiaoyu Shi Dasong Li Xiaogang Wang Jian Wang Hongsheng Li DiffM 33 22 0 31 May 2023
Rethinking PRL: A Multiscale Progressively Residual Learning Network for Inverse Halftoning Feiyu Li Jun Yang 24 1 0 27 May 2023
Collaborative Blind Image Deblurring Thomas Eboli Jean-Michel Morel Gabriele Facciolo 11 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 26 37 0 23 May 2023
Neural Image Re-Exposure Xinyu Zhang Hefei Huang Xu Jia D. Wang Huchuan Lu 25 4 0 23 May 2023
Hierarchical Integration Diffusion Model for Realistic Image Deblurring Zheng Chen Yulun Zhang Ding Liu Bin Xia Jinjin Gu L. Kong X. Yuan DiffM 32 66 0 22 May 2023
Mobile Image Restoration via Prior Quantization Shiqi Chen Jin Zhou Menghao Li Yue-ting Chen Tingting Jiang 14 10 0 10 May 2023
A Mountain-Shaped Single-Stage Network for Accurate Image Restoration Huiyu Gao J. Yang Ying Zhang Ning Wang Jing Yang Depeng Dang 27 18 0 09 May 2023
MS-LSTM: Exploring Spatiotemporal Multiscale Representations in Video Prediction Domain Zhifeng Ma Hao Zhang Jie Liu 21 7 0 16 Apr 2023
Bitstream-Corrupted JPEG Images are Restorable: Two-stage Compensation and Alignment Framework for Image Restoration Wenyang Liu Yi Wang Kim-Hui Yap Lap-Pui Chau 23 8 0 14 Apr 2023
Neural Invertible Variable-degree Optical Aberrations Correction S. Cui Bingnan Wang Q. Zheng 21 3 0 12 Apr 2023
A Practical Framework for Unsupervised Structure Preservation Medical Image Enhancement Q. H. Cap Atsushi Fukuda Hitoshi Iyatomi MedIm 9 3 0 04 Apr 2023
Multilevel CNNs for Parametric PDEs Cosmas Heiß Ingo Gühring Martin Eigel AI4CE 17 8 0 01 Apr 2023
Masked Autoencoders as Image Processors Huiyu Duan Wei Shen Xiongkuo Min Danyang Tu Long Teng Jia Wang Guangtao Zhai ViT 30 11 0 30 Mar 2023
Joint Video Multi-Frame Interpolation and Deblurring under Unknown Exposure Time Wei Shang Dongwei Ren Yi Yang Hongzhi Zhang Kede Ma W. Zuo 14 9 0 27 Mar 2023
Image Deblurring by Exploring In-depth Properties of Transformer Pengwei Liang Junjun Jiang Xianming Liu Jiayi Ma ViT 42 20 0 24 Mar 2023