From Motion Blur to Motion Flow: a Deep Learning Solution for Removing Heterogeneous Motion Blur

8 December 2016

Lingqiao Liu

Chunhua Shen

Papers citing "From Motion Blur to Motion Flow: a Deep Learning Solution for Removing Heterogeneous Motion Blur"

39 / 39 papers shown

Title
RealRep: Generalized SDR-to-HDR Conversion with Style Disentangled Representation Learning Gang He S. Wang K. Xu Lin Zhang 39 0 0 12 May 2025
Image as an IMU: Estimating Camera Motion from a Single Motion-Blurred Image Jerred Chen Ronald Clark 47 1 0 21 Mar 2025
Retrieval Robust to Object Motion Blur Rong Zou Marc Pollefeys D. Rozumnyi 36 0 0 27 Apr 2024
Learning to Deblur Polarized Images Chu Zhou Minggui Teng Xinyu Zhou Chao Xu Boxin Shi Boxin Shi 30 2 0 28 Feb 2024
Recovering Continuous Scene Dynamics from A Single Blurry Image with Events Zhang Cheng Xiang Zhang Lei Yu Jian-zhuo Liu Wentao Yang Gui-Song Xia 13 1 0 05 Apr 2023
Take a Prior from Other Tasks for Severe Blur Removal Pei Wang Danna Xue Yu Zhu Jinqiu Sun Qingsen Yan Sung-eui Yoon Yanning Zhang 26 1 0 14 Feb 2023
Deep Dynamic Scene Deblurring from Optical Flow Jiawei Zhang Jin-shan Pan Daoye Wang Shangchen Zhou Xing Wei Zhao Furong Jianbo Liu Jimmy S. J. Ren 18 17 0 18 Jan 2023
NFResNet: Multi-scale and U-shaped Networks for Deblurring Tanish Mittal Preyansh Agrawal Esha Pahwa Aarya Makwana 18 1 0 12 Dec 2022
BALF: Simple and Efficient Blur Aware Local Feature Detector Zhenjun Zhao Yuwei Zhai Ben Chen Peidong Liu 24 4 0 27 Nov 2022
Efficient Video Deblurring Guided by Motion Magnitude Yusheng Wang Yunfan Lu Ye Gao Lin Wang Zhihang Zhong Yinqiang Zheng Atsushi Yamashita 28 29 0 27 Jul 2022
D2HNet: Joint Denoising and Deblurring with Hierarchical Network for Robust Night Image Restoration Yuzhi Zhao Yongzhe Xu Qiong Yan Dingdong Yang Xuehui Wang L. Po 3DV 24 17 0 07 Jul 2022
Multi-scale frequency separation network for image deblurring Yanni Zhang Qiangjie Li Miao Qi Di Liu Jun Kong Jianzhong Wang 15 32 0 01 Jun 2022
Deep Generalized Unfolding Networks for Image Restoration Chong Mou Qian Wang Jian Zhang 34 182 0 28 Apr 2022
Neural Maximum A Posteriori Estimation on Unpaired Data for Motion Deblurring Youjian Zhang Chaoyue Wang Dacheng Tao 21 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
Blind Image Deblurring: a Review Zhengrong Xue 23 5 0 22 Jan 2022
FMD-cGAN: Fast Motion Deblurring using Conditional Generative Adversarial Networks Jatin Kumar Indra Deep Mastan Shanmuganathan Raman 40 2 0 30 Nov 2021
Motion Deblurring with Real Events Fang Xu Lei Yu Bishan Wang Wen Yang Guisong Xia Xu Jia Zhendong Qiao Jian-zhuo Liu 30 88 0 28 Sep 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 11 2 0 19 Sep 2021
Edge Prior Augmented Networks for Motion Deblurring on Naturally Blurry Images Yuedong Chen Junjia Huang Jianfeng Wang Xiaohua Xie 11 2 0 18 Sep 2021
Spatially-Adaptive Image Restoration using Distortion-Guided Networks Kuldeep Purohit Maitreya Suin A. N. Rajagopalan Vishnu Naresh Boddeti 15 116 0 19 Aug 2021
Shape from Blur: Recovering Textured 3D Shape and Motion of Fast Moving Objects D. Rozumnyi Martin R. Oswald V. Ferrari Marc Pollefeys 3DH 26 11 0 16 Jun 2021
HINet: Half Instance Normalization Network for Image Restoration Liangyu Chen Xin Lu Jie Zhang Xiaojie Chu Chengpeng Chen 16 467 0 13 May 2021
Clean Images are Hard to Reblur: Exploiting the Ill-Posed Inverse Task for Dynamic Scene Deblurring Seungjun Nah Sanghyun Son Jaerin Lee Kyoung Mu Lee 64 17 0 26 Apr 2021
Spatially-Variant CNN-based Point Spread Function Estimation for Blind Deconvolution and Depth Estimation in Optical Microscopy Adrian Shajkofci M. Liebling 19 43 0 08 Oct 2020
Learning Event-Based Motion Deblurring Zhe Jiang Yu Zhang Dongqing Zou Jimmy S. J. Ren Jiancheng Lv Yebin Liu 24 153 0 13 Apr 2020
Human-Aware Motion Deblurring Ziyi Shen Wenguan Wang Xiankai Lu Jianbing Shen Haibin Ling Tingfa Xu Ling Shao 3DH 24 284 0 19 Jan 2020
Learning to Zoom-in via Learning to Zoom-out: Real-world Super-resolution by Generating and Adapting Degradation Dong Gong Wei Sun Javen Qinfeng Shi Anton van den Hengel Yanning Zhang SupR 18 27 0 08 Jan 2020
Semantic-aware Image Deblurring Fuhai Chen Rongrong Ji Chengpeng Dai Xiaoshuai Sun Chia-Wen Lin Jiayi Ji Baochang Zhang Feiyue Huang Liujuan Cao BDL VLM 17 6 0 09 Oct 2019
Deep Video Deblurring: The Devil is in the Details Jochen Gast Stefan Roth 18 24 0 26 Sep 2019
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Orest Kupyn T. Martyniuk Junru Wu Zhangyang Wang 3DV 17 874 0 10 Aug 2019
Attention-guided Network for Ghost-free High Dynamic Range Imaging Qingsen Yan Dong Gong Javen Qinfeng Shi Anton Van Den Hengel Chunhua Shen Ian Reid Yanning Zhang 17 243 0 23 Apr 2019
DAVANet: Stereo Deblurring with View Aggregation Shangchen Zhou Jiawei Zhang W. Zuo Haozhe Xie Jin-shan Pan Jimmy S. J. Ren 27 85 0 10 Apr 2019
Integrating neural networks into the blind deblurring framework to compete with the end-to-end learning-based methods Junde Wu Xiaoguang Di Jiehao Huang Yu Zhang 23 0 0 07 Mar 2019
Learning to Synthesize Motion Blur Tim Brooks Jonathan T. Barron 6 78 0 27 Nov 2018
Learning to Extract a Video Sequence from a Single Motion-Blurred Image Meiguang Jin Givi Meishvili Paolo Favaro 28 113 0 11 Apr 2018
Reblur2Deblur: Deblurring Videos via Self-Supervised Learning Huaijin Chen Liang Feng Orazio Gallo Ming-Yu Liu Ashok Veeraraghavan Jan Kautz 28 85 0 16 Jan 2018
Simultaneous Stereo Video Deblurring and Scene Flow Estimation Liyuan Pan Yuchao Dai Miaomiao Liu Fatih Porikli 6 60 0 11 Apr 2017
Designing Deep Networks for Surface Normal Estimation Xinyu Wang David Fouhey Abhinav Gupta 3DV SSL 167 353 0 18 Nov 2014