Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring

7 December 2016

Kyoung Mu Lee

Papers citing "Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring"

50 / 682 papers shown

Title
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
Learning Spatially Varying Pixel Exposures for Motion Deblurring Cindy M. Nguyen Julien N. P. Martel Gordon Wetzstein 24 16 0 14 Apr 2022
On the Generalization of BasicVSR++ to Video Deblurring and Denoising Kelvin C. K. Chan Shangchen Zhou Xiangyu Xu Chen Change Loy 28 25 0 11 Apr 2022
Simple Baselines for Image Restoration Liangyu Chen Xiaojie Chu Xinming Zhang Jian Sun 55 839 0 10 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
Aesthetic Text Logo Synthesis via Content-aware Layout Inferring Yizhi Wang Guo Pu Wenhan Luo Yexin Wang Pengfei Xiong Hongwen Kang Zheng Lian DiffM 50 26 0 06 Apr 2022
Multi-Scale Memory-Based Video Deblurring Bongil Ji Angela Yao 19 23 0 06 Apr 2022
Bayesian Image Super-Resolution with Deep Modeling of Image Statistics Yuxin Li Xiahai Zhuang 27 17 0 31 Mar 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 92 3 0 30 Mar 2022
Long-term Video Frame Interpolation via Feature Propagation Dawit Mureja Argaw In So Kweon 35 8 0 29 Mar 2022
Pyramid Feature Alignment Network for Video Deblurring Leitian Tao Zhenzhong Chen 28 0 0 28 Mar 2022
TimeReplayer: Unlocking the Potential of Event Cameras for Video Interpolation Weihua He Kaichao You Zhendong Qiao Xu Jia Ziyang Zhang Wenhui Wang Huchuan Lu Yaoyuan Wang Jianxing Liao 27 40 0 25 Mar 2022
Recurrence-in-Recurrence Networks for Video Deblurring J. Park Seungjun Nah Kyoung Mu Lee 17 5 0 12 Mar 2022
3D Common Corruptions and Data Augmentation Oğuzhan Fatih Kar Teresa Yeo Andrei Atanov Amir Zamir 3DPC 53 107 0 02 Mar 2022
MSSNet: Multi-Scale-Stage Network for Single Image Deblurring Kiyeon Kim Seungyong Lee Sunghyun Cho 32 56 0 19 Feb 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
LEDNet: Joint Low-light Enhancement and Deblurring in the Dark Shangchen Zhou Chongyi Li Chen Change Loy 3DV 13 110 0 07 Feb 2022
ROMNet: Renovate the Old Memories Runsheng Xu Zhengzhong Tu Yuanqi Du Xiaoyu Dong Jinlong Li Zibo Meng Jiaqi Ma Yu Hongkai 26 1 0 05 Feb 2022
Blind Image Deconvolution Using Variational Deep Image Prior Dong Huo Abbas Masoumzadeh Rafsanjany Kushol Yee-Hong Yang 68 10 0 01 Feb 2022
A Survey on Image Deblurring Chumiao Li 14 0 0 31 Jan 2022
VRT: A Video Restoration Transformer Christos Sakaridis Jingyun Liang Yuchen Fan Peng Sun Rakesh Ranjan Yawei Li Radu Timofte Luc Van Gool ViT 34 253 0 28 Jan 2022
Unfolding a blurred image Kuldeep Purohit Anshul B. Shah A. N. Rajagopalan 19 1 0 28 Jan 2022
Non-linear Motion Estimation for Video Frame Interpolation using Space-time Convolutions Saikat Dutta Arulkumar Subramaniam Anurag Mittal 46 8 0 27 Jan 2022
Deep Image Deblurring: A Survey Kaihao Zhang Wenqi Ren Wenhan Luo Wei-Sheng Lai B. Stenger Ming-Hsuan Yang Hongdong Li 98 238 0 26 Jan 2022
Blind Image Deblurring: a Review Zhengrong Xue 23 5 0 22 Jan 2022
MAXIM: Multi-Axis MLP for Image Processing Zhengzhong Tu Hossein Talebi Han Zhang Feng Yang P. Milanfar A. Bovik Yinxiao Li 39 463 0 09 Jan 2022
Defocus Deblur Microscopy via Head-to-Tail Cross-scale Fusion Jiahe Wang Boran Han 27 3 0 08 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 33 63 0 06 Jan 2022
Image Restoration using Feature-guidance Maitreya Suin Kuldeep Purohit A. N. Rajagopalan 3DH 20 0 0 01 Jan 2022
Dynamic Scene Video Deblurring using Non-Local Attention Maitreya Suin A. N. Rajagopalan 11 0 0 01 Jan 2022
Adaptive Single Image Deblurring Maitreya Suin Kuldeep Purohit A. N. Rajagopalan 14 0 0 01 Jan 2022
Video Reconstruction from a Single Motion Blurred Image using Learned Dynamic Phase Coding E. Yosef Shay Elmalem Raja Giryes 38 5 0 28 Dec 2021
SelFSR: Self-Conditioned Face Super-Resolution in the Wild via Flow Field Degradation Network Xianfang Zeng Jiangning Zhang L. Liu Guangzhong Tian Yong Liu SupR CVBM 26 1 0 20 Dec 2021
Face Deblurring Based on Separable Normalization and Adaptive Denormalization Xian Zhang Hao Zhang Jiancheng Lv X. Li CVBM 3DH 30 3 0 18 Dec 2021
Robust Depth Completion with Uncertainty-Driven Loss Functions Yufan Zhu W. Dong Leida Li Jinjian Wu Xin Li Guangming Shi UQCV 30 43 0 15 Dec 2021
Learning to Deblur and Rotate Motion-Blurred Faces Givi Meishvili Attila Szabó Simon Jenni Paolo Favaro 3DH CVBM 21 1 0 14 Dec 2021
Event-guided Deblurring of Unknown Exposure Time Videos Taewoo Kim Jungmin Lee Lin Wang Kuk-Jin Yoon 24 32 0 13 Dec 2021
Unsupervised Domain-Specific Deblurring using Scale-Specific Attention Praveen Kandula N. Rajagopalan.A. 35 0 0 12 Dec 2021
Deep Recurrent Neural Network with Multi-scale Bi-directional Propagation for Video Deblurring Chao Zhu Hang Dong Jin-shan Pan Boyang Liang Yuhao Huang Lean Fu Fei Wang 21 41 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
PP-MSVSR: Multi-Stage Video Super-Resolution Lielin Jiang Na Wang Qingqing Dang Rui Liu Baohua Lai SupR 55 5 0 06 Dec 2021
Deblurring via Stochastic Refinement Jay Whang M. Delbracio Hossein Talebi Chitwan Saharia A. Dimakis P. Milanfar DiffM 41 266 0 05 Dec 2021
Video Frame Interpolation without Temporal Priors Youjian Zhang Chaoyue Wang Dacheng Tao 40 31 0 02 Dec 2021
MC-Blur: A Comprehensive Benchmark for Image Deblurring Kaihao Zhang Tao Wang Wenhan Luo Boheng Chen Wenqi Ren B. Stenger Wei Liu Hongdong Li Ming-Hsuan Yang 42 31 0 01 Dec 2021
Event-Based Fusion for Motion Deblurring with Cross-modal Attention Lei Sun Daniel Gehrig Christos Sakaridis Zhijie Xu Kailun Yang Mathias Gehrig Yaozu Ye Kaiwei Wang Luc Van Gool 32 135 0 30 Nov 2021
ST-MFNet: A Spatio-Temporal Multi-Flow Network for Frame Interpolation Duolikun Danier Fan Zhang David Bull 35 46 0 30 Nov 2021
FMD-cGAN: Fast Motion Deblurring using Conditional Generative Adversarial Networks Jatin Kumar Indra Deep Mastan Shanmuganathan Raman 45 2 0 30 Nov 2021
Deblur-NeRF: Neural Radiance Fields from Blurry Images Li Ma Xiaoyu Li Jing Liao Qi Zhang Xuan Wang Jue Wang Pedro Sander 27 179 0 29 Nov 2021
Learning Discriminative Shrinkage Deep Networks for Image Deconvolution Pin-Hung Kuo Jin-shan Pan Shao-Yi Chien Ming-Hsuan Yang 49 1 0 27 Nov 2021
A Close Look at Few-shot Real Image Super-resolution from the Distortion Relation Perspective Xin Li Xin Jin Jun Fu Xiaoyuan Yu Bei Tong Zhibo Chen SupR 21 2 0 25 Nov 2021