Learning Blind Motion Deblurring

14 August 2017

Hendrik P. A. Lensch

Papers citing "Learning Blind Motion Deblurring"

50 / 68 papers shown

Title
Joint Video Enhancement with Deblurring, Super-Resolution, and Frame Interpolation Network Giyong Choi HyunWook Park SupR 88 0 0 04 Jun 2025
Hybrid Agents for Image Restoration Bingchen Li Xiaochen Li Yiting Lu Zhibo Chen 139 2 0 13 Mar 2025
Exploiting Deblurring Networks for Radiance Fields Haeyun Choi Heemin Yang Janghyeok Han Sunghyun Cho 136 0 0 20 Feb 2025
CMTA: Cross-Modal Temporal Alignment for Event-guided Video Deblurring Taewoo Kim Hoonhee Cho Kuk-Jin Yoon 83 3 0 27 Aug 2024
E $^3$ NeRF: Efficient Event-Enhanced Neural Radiance Fields from Blurry Images Yunshan Qi Jia Li Yifan Zhao Yu Zhang Lin Zhu 81 2 0 03 Aug 2024
Deblurring Neural Radiance Fields with Event-driven Bundle Adjustment Yunshan Qi Lin Zhu Yifan Zhao Nan Bao Jia Li 97 6 0 20 Jun 2024
Blur-aware Spatio-temporal Sparse Transformer for Video Deblurring Huicong Zhang Haozhe Xie Huanjin Yao 51 8 0 11 Jun 2024
DeblurGS: Gaussian Splatting for Camera Motion Blur Jeongtaek Oh Jaeyoung Chung Dongwoo Lee Kyoung Mu Lee 3DGS 91 10 0 17 Apr 2024
Learning to Deblur Polarized Images Chu Zhou Minggui Teng Xinyu Zhou Chao Xu Boxin Shi Boxin Shi 88 2 0 28 Feb 2024
Three-Stage Cascade Framework for Blurry Video Frame Interpolation Pengcheng Lei Zaoming Yan Tingting Wang Faming Fang Guixu Zhang 60 0 0 09 Oct 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
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
CANDID: Correspondence AligNment for Deep-burst Image Denoising Arijit Mallick Raphael Braun Hendrik PA Lensch 64 0 0 16 Jun 2023
Self-Supervised Image Restoration with Blurry and Noisy Pairs Zhilu Zhang Rongjian Xu Ming-Yu Liu Zifei Yan W. Zuo 78 14 0 14 Nov 2022
Event-based Image Deblurring with Dynamic Motion Awareness Patricia Vitoria Stamatios Georgoulis S. Tulyakov Alfredo Bochicchio Julius Erbach Yuanyou Li 64 19 0 24 Aug 2022
Spatio-Temporal Deformable Attention Network for Video Deblurring Huicong Zhang Haozhe Xie Huanjin Yao 48 40 0 22 Jul 2022
Animation from Blur: Multi-modal Blur Decomposition with Motion Guidance Zhihang Zhong Xiao Sun Zhirong Wu Yinqiang Zheng Stephen Lin Imari Sato 3DH 68 22 0 20 Jul 2022
MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction Yuanhao Cai Jing Lin Zudi Lin Haoqian Wang Yulun Zhang Hanspeter Pfister Radu Timofte Luc Van Gool 50 183 0 17 Apr 2022
On the Generalization of BasicVSR++ to Video Deblurring and Denoising Kelvin C. K. Chan Shangchen Zhou Xiangyu Xu Chen Change Loy 59 26 0 11 Apr 2022
Multi-Scale Memory-Based Video Deblurring Bongil Ji Angela Yao 81 26 0 06 Apr 2022
Pay Attention to Hidden States for Video Deblurring: Ping-Pong Recurrent Neural Networks and Selective Non-Local Attention J. Park Seungjun Nah Kyoung Mu Lee 167 3 0 30 Mar 2022
TurbuGAN: An Adversarial Learning Approach to Spatially-Varying Multiframe Blind Deconvolution with Applications to Imaging Through Turbulence Brandon Yushan Feng Mingyang Xie Christopher A. Metzler ViT 66 14 0 13 Mar 2022
Recurrence-in-Recurrence Networks for Video Deblurring J. Park Seungjun Nah Kyoung Mu Lee 52 5 0 12 Mar 2022
Deep Image Deblurring: A Survey Kaihao Zhang Wenqi Ren Wenhan Luo Wei-Sheng Lai B. Stenger Ming-Hsuan Yang Hongdong Li 189 248 0 26 Jan 2022
Flow-Guided Sparse Transformer for Video Deblurring Jing Lin Yuanhao Cai Xiaowan Hu Haoqian Wang Youliang Yan X. Zou Henghui Ding Yulun Zhang Radu Timofte Luc Van Gool ViT 94 67 0 06 Jan 2022
Dynamic Scene Video Deblurring using Non-Local Attention Maitreya Suin A. N. Rajagopalan 25 0 0 01 Jan 2022
Event-guided Deblurring of Unknown Exposure Time Videos Taewoo Kim Jungmin Lee Lin Wang Kuk-Jin Yoon 80 32 0 13 Dec 2021
Deblurring via Stochastic Refinement Jay Whang M. Delbracio Hossein Talebi Chitwan Saharia A. Dimakis P. Milanfar DiffM 92 275 0 05 Dec 2021
Deblur-NeRF: Neural Radiance Fields from Blurry Images Li Ma Xiaoyu Li Jing Liao Qi Zhang Xuan Wang Jue Wang Pedro Sander 103 191 0 29 Nov 2021
Deep Learning for HDR Imaging: State-of-the-Art and Future Trends Lin Wang Kuk-Jin Yoon 77 89 0 20 Oct 2021
Surgery Scene Restoration for Robot Assisted Minimally Invasive Surgery Shahnewaz Ali Y. Jonmohamadi R. Crawford D. Fontanarosa Ajay K. Pandey 51 3 0 06 Sep 2021
Progressive Deep Video Dehazing without Explicit Alignment Estimation Runde Li 56 6 0 16 Jul 2021
Real-world Video Deblurring: A Benchmark Dataset and An Efficient Recurrent Neural Network Zhihang Zhong Ye Gao Yinqiang Zheng Bo Zheng Imari Sato 70 35 0 30 Jun 2021
EDPN: Enhanced Deep Pyramid Network for Blurry Image Restoration Ruikang Xu Zeyu Xiao Jie Huang Yueyi Zhang Zhiwei Xiong 85 26 0 11 May 2021
HDR Denoising and Deblurring by Learning Spatio-temporal Distortion Models Ugur Çogalan Mojtaba Bemana K. Myszkowski Hans-Peter Seidel Tobias Ritschel AI4TS 112 4 0 22 Dec 2020
Polyblur: Removing mild blur by polynomial reblurring M. Delbracio Ignacio Garcia Dorado Sungjoon Choi D. Kelly P. Milanfar 64 28 0 16 Dec 2020
HDR Imaging with Quanta Image Sensors: Theoretical Limits and Optimal Reconstruction Abhiram Gnanasambandam Stanley H. Chan 62 36 0 06 Nov 2020
Event Enhanced High-Quality Image Recovery Bishan Wang Jingwei He Lei Yu Guisong Xia Wen Yang SupR 94 117 0 16 Jul 2020
Low-light Image Restoration with Short- and Long-exposure Raw Pairs Meng Chang H. Feng Zhi-hai Xu Qi Li 62 43 0 01 Jul 2020
NTIRE 2020 Challenge on Image and Video Deblurring Seungjun Nah Sanghyun Son Radu Timofte Kyoung Mu Lee 107 32 0 04 May 2020
Learning Event-Based Motion Deblurring Zhe Jiang Yu Zhang Dongqing Zou Jimmy S. J. Ren Jiancheng Lv Yebin Liu 80 153 0 13 Apr 2020
Cascaded Deep Video Deblurring Using Temporal Sharpness Prior Jin-shan Pan Haoran Bai Jinhui Tang 78 153 0 06 Apr 2020
Motion Deblurring using Spatiotemporal Phase Aperture Coding Shay Elmalem Raja Giryes E. Marom 58 10 0 18 Feb 2020
Self-Supervised Linear Motion Deblurring Peidong Liu J. Janai Marc Pollefeys Torsten Sattler Andreas Geiger 61 33 0 10 Feb 2020
Human-Aware Motion Deblurring Ziyi Shen Wenguan Wang Xiankai Lu Jianbing Shen Haibin Ling Tingfa Xu Ling Shao 3DH 99 290 0 19 Jan 2020
Sub-frame Appearance and 6D Pose Estimation of Fast Moving Objects D. Rozumnyi J. Kotera F. Šroubek Jirí Matas 48 17 0 25 Nov 2019
Multi-Temporal Recurrent Neural Networks For Progressive Non-Uniform Single Image Deblurring With Incremental Temporal Training Dongwon Park Dong un Kang Jisoo Kim S. Chun 103 211 0 18 Nov 2019
FAB: A Robust Facial Landmark Detection Framework for Motion-Blurred Videos Keqiang Sun Wayne Wu Tinghao Liu Shuo Yang Quan Wang Qiang-feng Zhou Zuochang Ye Chao Qian CVBM 71 29 0 26 Oct 2019
Restoring Images with Unknown Degradation Factors by Recurrent Use of a Multi-branch Network Xing Liu Masanori Suganuma Xiyang Luo Takayuki Okatani 53 9 0 10 Jul 2019
Intra-frame Object Tracking by Deblatting J. Kotera D. Rozumnyi F. Šroubek Jirí Matas 44 24 0 09 May 2019