Deblurring by Realistic Blurring

4 April 2020

Wei Liu

Papers citing "Deblurring by Realistic Blurring"

50 / 59 papers shown

Title
MoBGS: Motion Deblurring Dynamic 3D Gaussian Splatting for Blurry Monocular Video Minh-Quan Viet Bui Jongmin Park J. P. Bello Jaeho Moon Jihyong Oh Munchurl Kim 218 0 0 21 Apr 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 87 0 0 06 Feb 2025
F2former: When Fractional Fourier Meets Deep Wiener Deconvolution and Selective Frequency Transformer for Image Deblurring Subhajit Paul Sahil Kumawat Ashutosh Gupta Deepak Mishra 33 2 0 03 Sep 2024
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring Xintian Mao Qingli Li Yan Wang 55 15 0 13 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 47 5 0 30 May 2024
Empowering Image Recovery_ A Multi-Attention Approach Juan Wen Yawei Li Chao Zhang Weiyan Hou Radu Timofte Luc Van Gool 50 0 0 06 Apr 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 44 4 0 31 Mar 2024
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring Huiyu Gao Depeng Dang 45 13 0 29 Mar 2024
Serpent: Scalable and Efficient Image Restoration via Multi-scale Structured State Space Models Mohammad Shahab Sepehri Zalan Fabian Mahdi Soltanolkotabi 44 5 0 26 Mar 2024
Learning to Deblur Polarized Images Chu Zhou Minggui Teng Xinyu Zhou Chao Xu Boxin Shi Boxin Shi 30 2 0 28 Feb 2024
Learning to See Through Dazzle Xiaopeng Peng Erin F. Fleet A. Watnik Grover A. Swartzlander GAN AAML 34 4 0 24 Feb 2024
Gyroscope-Assisted Motion Deblurring Network Simin Luan Cong Yang Zeyd Boukhers Xue Qin Dongfeng Cheng Wei Sui Zhijun Li 32 0 0 10 Feb 2024
CascadedGaze: Efficiency in Global Context Extraction for Image Restoration Amirhosein Ghasemabadi Muhammad Kamran Janjua Mohammad Salameh Chunhua Zhou Fengyu Sun Di Niu 37 11 0 26 Jan 2024
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 35 6 0 18 Dec 2023
On Mask-based Image Set Desensitization with Recognition Support Qilong Li Ji Liu Yifan Sun Chongsheng Zhang Dejing Dou CVBM 30 3 0 14 Dec 2023
Ambiguity in solving imaging inverse problems with deep learning based operators David Evangelista E. Morotti E. L. Piccolomini J. Nagy 35 9 0 31 May 2023
Restore Anything Pipeline: Segment Anything Meets Image Restoration Jiaxi Jiang Christian Holz VLM 29 8 0 22 May 2023
A Mountain-Shaped Single-Stage Network for Accurate Image Restoration Huiyu Gao J. Yang Ying Zhang Ning Wang Jing Yang Depeng Dang 42 18 0 09 May 2023
Towards an Effective and Efficient Transformer for Rain-by-snow Weather Removal Tao Gao Yuanbo Wen Kaihao Zhang Peng Cheng Ting Chen ViT 53 5 0 06 Apr 2023
Masked Autoencoders as Image Processors Huiyu Duan Wei Shen Xiongkuo Min Danyang Tu Long Teng Jia Wang Guangtao Zhai ViT 38 11 0 30 Mar 2023
Recovering 3D Hand Mesh Sequence from a Single Blurry Image: A New Dataset and Temporal Unfolding Y. Oh J. Park Jaeha Kim Gyeongsik Moon Kyoung Mu Lee 3DH 54 9 0 27 Mar 2023
Efficient and Explicit Modelling of Image Hierarchies for Image Restoration Yawei Li Yuchen Fan Xiaoyu Xiang D. Demandolx Rakesh Ranjan Radu Timofte Luc Van Gool 35 173 0 01 Mar 2023
Mixed Hierarchy Network for Image Restoration Huiyu Gao Depeng Dang 34 14 0 19 Feb 2023
Event-guided Multi-patch Network with Self-supervision for Non-uniform Motion Deblurring Hongguang Zhang Limeng Zhang Yuchao Dai Hongdong Li Piotr Koniusz 34 18 0 14 Feb 2023
Image Restoration with Mean-Reverting Stochastic Differential Equations Ziwei Luo Fredrik K. Gustafsson Zheng Zhao Jens Sjölund Thomas B. Schon DiffM 44 156 0 27 Jan 2023
Multiscale Structure Guided Diffusion for Image Deblurring Mengwei Ren M. Delbracio Hossein Talebi Guido Gerig P. Milanfar DiffM 23 59 0 04 Dec 2022
Real-time Blind Deblurring Based on Lightweight Deep-Wiener-Network Run-Bo Li Yang Yu Charlie Haywood 24 1 0 29 Nov 2022
BALF: Simple and Efficient Blur Aware Local Feature Detector Zhenjun Zhao Yuwei Zhai Ben Chen Peidong Liu 32 4 0 27 Nov 2022
Let's Enhance: A Deep Learning Approach to Extreme Deblurring of Text Images Theophil Trippe Martin Genzel Jan Macdonald M. März 37 1 0 18 Nov 2022
A Survey of Deep Face Restoration: Denoise, Super-Resolution, Deblur, Artifact Removal Tao Wang Kaihao Zhang Xuanxi Chen Wenhan Luo Jiankang Deng Tong Lu Xiaochun Cao Wei Liu Hongdong Li S. Zafeiriou SupR 43 37 0 05 Nov 2022
Rethinking Blur Synthesis for Deep Real-World Image Deblurring Hao Wei Chenyang Ge Xin Qiao Pengchao Deng 25 0 0 28 Sep 2022
A Constrained Deformable Convolutional Network for Efficient Single Image Dynamic Scene Blind Deblurring with Spatially-Variant Motion Blur Kernels Estimation Shu Tang Yang Wu Hongxing Qin Xianzhong Xie Shuli Yang Jing Wang 23 1 0 23 Aug 2022
Learning Degradation Representations for Image Deblurring Dasong Li Y. Zhang Ka Chun Cheung Xiaogang Wang Hongwei Qin Hongsheng Li 30 56 0 10 Aug 2022
Multi-scale frequency separation network for image deblurring Yanni Zhang Qiangjie Li Miao Qi Di Liu Jun Kong Jianzhong Wang 17 32 0 01 Jun 2022
Deep Generalized Unfolding Networks for Image Restoration Chong Mou Qian Wang Jian Zhang 48 183 0 28 Apr 2022
Neural Maximum A Posteriori Estimation on Unpaired Data for Motion Deblurring Youjian Zhang Chaoyue Wang Dacheng Tao 29 4 0 26 Apr 2022
FCL-GAN: A Lightweight and Real-Time Baseline for Unsupervised Blind Image Deblurring Suiyi Zhao Zhao Zhang Richang Hong Mingliang Xu Yi Yang Meng Wang 23 41 0 16 Apr 2022
Stripformer: Strip Transformer for Fast Image Deblurring Fu-Jen Tsai Yan-Tsung Peng Yen-Yu Lin Chung-Chi Tsai Chia-Wen Lin ViT 21 171 0 10 Apr 2022
Realistic Blur Synthesis for Learning Image Deblurring Jaesung Rim Geon-Yeong Kim Jungeon Kim Junyong Lee Seungyong Lee Sunghyun Cho 25 45 0 17 Feb 2022
RFormer: Transformer-based Generative Adversarial Network for Real Fundus Image Restoration on A New Clinical Benchmark Zhuo Deng Yuanhao Cai Lu Chen Zheng Gong Qiqi Bao Xue Yao D. Fang Shaochong Zhang Lan Ma ViT MedIm 36 53 0 03 Jan 2022
Event-guided Deblurring of Unknown Exposure Time Videos Taewoo Kim Jungmin Lee Lin Wang Kuk-Jin Yoon 24 32 0 13 Dec 2021
Learning Deep Context-Sensitive Decomposition for Low-Light Image Enhancement Long Ma Risheng Liu Jiaao Zhang Xin-Yue Fan Zhongxuan Luo 57 90 0 09 Dec 2021
Improving Image Restoration by Revisiting Global Information Aggregation Xiaojie Chu Liangyu Chen Chengpeng Chen Xin Lu 25 88 0 08 Dec 2021
Intriguing Findings of Frequency Selection for Image Deblurring Xintian Mao Yiming Liu Fengze Liu Qingli Li Wei Shen Yan Wang 36 149 0 23 Nov 2021
DeMFI: Deep Joint Deblurring and Multi-Frame Interpolation with Flow-Guided Attentive Correlation and Recursive Boosting Jihyong Oh Munchurl Kim 27 21 0 19 Nov 2021
Restormer: Efficient Transformer for High-Resolution Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang ViT 85 2,135 0 18 Nov 2021
Gaussian Kernel Mixture Network for Single Image Defocus Deblurring Yuhui Quan Zicong Wu Hui Ji 32 37 0 31 Oct 2021
SDWNet: A Straight Dilated Network with Wavelet Transformation for Image Deblurring Wenbin Zou Mingchao Jiang Yunchen Zhang Liang Chen Zhiyong Lu Yi Wu 64 80 0 12 Oct 2021
LODE: Deep Local Deblurring and A New Benchmark Zerun Wang Liuyu Xiang Fan Yang Jinzhao Qian Jie Hu Haidong Huang Jungong Han Yuchen Guo Guiguang Ding 19 2 0 19 Sep 2021
Edge Prior Augmented Networks for Motion Deblurring on Naturally Blurry Images Yuedong Chen Junjia Huang Jianfeng Wang Xiaohua Xie 19 2 0 18 Sep 2021