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Explore Image Deblurring via Blur Kernel Space

Computer Vision and Pattern Recognition (CVPR), 2021

1 April 2021

Papers citing "Explore Image Deblurring via Blur Kernel Space"

41 / 41 papers shown

Title
Blur2seq: Blind Deblurring and Camera Trajectory Estimation from a Single Camera Motion-blurred Image Guillermo Varela Carbajal Andrés Almansa Pablo Musé 76 0 0 23 Oct 2025
RED: Robust Event-Guided Motion Deblurring with Modality-Specific Disentangled Representation Yihong Leng Siming Zheng Jinwei Chen Bo Li Jiaojiao Li Peng-Tao Jiang 123 0 0 06 Sep 2025
EquiReg: Equivariance Regularized Diffusion for Inverse Problems Bahareh Tolooshams Aditi Chandrashekar Rayhan Zirvi Abbas Mammadov Jiachen Yao Chuwei Wang Julius Berner DiffM 202 2 0 29 May 2025
Integrating Intermediate Layer Optimization and Projected Gradient Descent for Solving Inverse Problems with Diffusion Models Yang Zheng Wen Li Zhaoqiang Liu 377 0 0 27 May 2025
Dual Ascent Diffusion for Inverse Problems Minseo Kim Axel Levy Gordon Wetzstein MedIm 165 0 0 23 May 2025
UGoDIT: Unsupervised Group Deep Image Prior Via Transferable Weights Shijun Liang Ismail Alkhouri Siddhant Gautam Qing Qu S. Ravishankar DiffM MedIm 208 2 0 16 May 2025
Improving Diffusion-based Inverse Algorithms under Few-Step Constraint via Learnable Linear Extrapolation Jiawei Zhang Ziyuan Liu Leon Yan Gen Li Yuantao Gu 532 2 0 13 Mar 2025
Passive Non-Line-of-Sight Imaging with Light Transport ModulationIEEE Transactions on Image Processing (IEEE TIP), 2023 Jiarui Zhang Ruixu Geng Xiaolong Du Yan Chen Houqiang Li Yang Hu 466 7 0 03 Jan 2025
Enhancing and Accelerating Diffusion-Based Inverse Problem Solving through Measurements Optimization Tianyu Chen Zhendong Wang Mingyuan Zhou 258 1 0 05 Dec 2024
Beyond Pixels: Text Enhances Generalization in Real-World Image Restoration Haoze Sun Wenbo Li Qingbin Liu Kaiwen Zhou Yongqiang Chen Yong Guo Yunshui Li Renjing Pei Long Peng Yue Yang DiffM 307 9 0 01 Dec 2024
Enhancing Diffusion Posterior Sampling for Inverse Problems by Integrating Crafted Measurements Shijie Zhou Huaisheng Zhu Rohan Sharma Ruiyi Zhang Kaiyi Ji Kaiyi Ji Changyou Chen 465 0 0 15 Nov 2024
Variational Diffusion Posterior Sampling with Midpoint GuidanceInternational Conference on Learning Representations (ICLR), 2024 Badr Moufad Yazid Janati Lisa Bedin Alain Durmus Randal Douc Eric Moulines Jimmy Olsson DiffM 156 21 0 13 Oct 2024
Configurable Multilingual ASR with Speech Summary Representations Harrison Zhu Ivan Fung Yingke Zhu Lahiru Samarakoon 217 14 0 06 Oct 2024
Diffusion State-Guided Projected Gradient for Inverse ProblemsInternational Conference on Learning Representations (ICLR), 2024 Rayhan Zirvi Bahareh Tolooshams Anima Anandkumar DiffM 740 9 0 04 Oct 2024
Posterior sampling via Langevin dynamics based on generative priors Vishal Purohit Matthew Repasky Jianfeng Lu Qiang Qiu Yao Xie Xiuyuan Cheng DiffM 212 6 0 02 Oct 2024
Improving Diffusion Inverse Problem Solving with Decoupled Noise Annealing Bingliang Zhang Wenda Chu Julius Berner Chenlin Meng Anima Anandkumar Yang Song DiffM 455 77 0 01 Jul 2024
DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models Hengkang Wang Xu Zhang Taihui Li Yuxiang Wan Tiancong Chen Ju Sun DiffM 269 33 0 27 May 2024
Deep Data Consistency: a Fast and Robust Diffusion Model-based Solver for Inverse Problems Hanyu Chen Zhixiu Hao Liying Xiao DiffM 273 4 0 17 May 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 148 11 0 18 Apr 2024
Blur2Blur: Blur Conversion for Unsupervised Image Deblurring on Unknown Domains Bang-Dang Pham Phong Tran Anh Tran Cuong Pham Rang Nguyen Minh Hoai 151 10 0 24 Mar 2024
Solving General Noisy Inverse Problem via Posterior Sampling: A Policy Gradient Viewpoint Haoyue Tang Tian Xie Aosong Feng Hanyu Wang Chenyang Zhang Yang Bai DiffM 191 4 0 15 Mar 2024
Learning to Deblur Polarized Images Chu Zhou Minggui Teng Xinyu Zhou Chao Xu Boxin Shi Boxin Shi 321 3 0 28 Feb 2024
Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion ModelsInternational Conference on Machine Learning (ICML), 2023 Zalan Fabian Berk Tınaz Mahdi Soltanolkotabi DiffM 227 7 0 12 Sep 2023
Histogram-guided Video Colorization Structure with Spatial-Temporal ConnectionIEEE International Conference on Multimedia and Expo (ICME), 2023 Zheyuan Liu Pan Mu Hanning Xu Cong Bai 127 1 0 09 Aug 2023
Blind Motion Deblurring with Pixel-Wise Kernel Estimation via Kernel Prediction NetworksIEEE Transactions on Computational Imaging (IEEE Trans. Comput. Imaging), 2023 Guillermo Varela Carbajal Patricia Vitoria José Lezama Pablo Musé 176 14 0 05 Aug 2023
SimpSON: Simplifying Photo Cleanup with Single-Click Distracting Object Segmentation NetworkComputer Vision and Pattern Recognition (CVPR), 2023 Chuong Huynh Yuqian Zhou Zhe Lin Connelly Barnes Eli Shechtman Sohrab Amirghodsi Abhinav Shrivastava 151 7 0 28 May 2023
Hybrid Neural Rendering for Large-Scale Scenes with Motion BlurComputer Vision and Pattern Recognition (CVPR), 2023 Peng Dai Yinda Zhang Xin Yu Xiaoyang Lyu Xiaojuan Qi 3DH 181 23 0 25 Apr 2023
HyperCUT: Video Sequence from a Single Blurry Image using Unsupervised OrderingComputer Vision and Pattern Recognition (CVPR), 2023 Bang-Dang Pham Phong Tran Anh Tran C. Pham Rang Nguyen Minh Hoai 211 4 0 04 Apr 2023
QC-StyleGAN -- Quality Controllable Image Generation and ManipulationNeural Information Processing Systems (NeurIPS), 2022 D. Nguyen Phong Tran The Tan M. Dinh Cuong Pham Anh Tran 210 2 0 02 Dec 2022
Diffusion Posterior Sampling for General Noisy Inverse ProblemsInternational Conference on Learning Representations (ICLR), 2022 Hyungjin Chung Jeongsol Kim Michael T. McCann M. Klasky J. C. Ye DiffM 603 1,213 0 29 Sep 2022
Multi-Outputs Is All You Need For Deblur Sidun Liu Peng Qiao Yong Dou 149 4 0 27 Aug 2022
Event-based Image Deblurring with Dynamic Motion Awareness Patricia Vitoria Stamatios Georgoulis S. Tulyakov Alfredo Bochicchio Julius Erbach Yuanyou Li 163 27 0 24 Aug 2022
Blind Image Deblurring with Unknown Kernel Size and Substantial NoiseInternational Journal of Computer Vision (IJCV), 2022 Zhong Zhuang Taihui Li Hengkang Wang Ju Sun 264 30 0 18 Aug 2022
Learning Degradation Representations for Image DeblurringEuropean Conference on Computer Vision (ECCV), 2022 Dasong Li Yuanhang Zhang Ka Chun Cheung Xiaogang Wang Hongwei Qin Jiaming Song 206 72 0 10 Aug 2022
Priors in Deep Image Restoration and Enhancement: A Survey Yunfan Lu Yi Lin Hao Wu Yuan Luo Xueye Zheng Hui Xiong Lin Wang 234 5 0 04 Jun 2022
Neural Maximum A Posteriori Estimation on Unpaired Data for Motion DeblurringIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Youjian Zhang Chaoyue Wang Dacheng Tao 128 7 0 26 Apr 2022
Blind Image Deconvolution Using Variational Deep Image PriorIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Dong Huo Abbas Masoumzadeh Rafsanjany Kushol Yee-Hong Yang 253 18 0 01 Feb 2022
Early Stopping for Deep Image Prior Hengkang Wang Taihui Li Zhong Zhuang Tiancong Chen Hengyue Liang Ju Sun 443 80 0 11 Dec 2021
DeepRLS: A Recurrent Network Architecture with Least Squares Implicit Layers for Non-blind Image Deconvolution Iaroslav Koshelev Daniil Selikhanovych Stamatios Lefkimmiatis 81 0 0 10 Dec 2021
Deblur-NeRF: Neural Radiance Fields from Blurry ImagesComputer Vision and Pattern Recognition (CVPR), 2021 Li Ma Xiaoyu Li Jing Liao Tao Gui Xuan Wang Jue Wang Pedro Sander 209 239 0 29 Nov 2021
Dense Uncertainty Estimation Jing Zhang Yuchao Dai Mochu Xiang Deng-Ping Fan Peyman Moghadam Mingyi He Christian J. Walder Kaihao Zhang Mehrtash Harandi Nick Barnes UQCV BDL 275 12 0 13 Oct 2021