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"

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Title
Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances Brian B. Moser Federico Raue Stanislav Frolov Jörn Hees Sebastián M. Palacio Andreas Dengel 58 34 0 27 Sep 2022
ELMformer: Efficient Raw Image Restoration with a Locally Multiplicative Transformer Jiaqi Ma Shengyuan Yan Lefei Zhang Guoli Wang Qian Zhang 41 8 0 31 Aug 2022
Neural Network Approximation of Continuous Functions in High Dimensions with Applications to Inverse Problems Santhosh Karnik Rongrong Wang M. Iwen 16 2 0 28 Aug 2022
Towards Real-World Video Deblurring by Exploring Blur Formation Process Ming Cao Zhihang Zhong Yanbo Fan Jiahao Wang Yong Zhang Jue Wang Yujiu Yang Yinqiang Zheng 23 7 0 28 Aug 2022
Multi-Outputs Is All You Need For Deblur Sidun Liu Peng Qiao Yong Dou 14 2 0 27 Aug 2022
Event-based Image Deblurring with Dynamic Motion Awareness Patricia Vitoria Stamatios Georgoulis S. Tulyakov Alfredo Bochicchio Julius Erbach Yuanyou Li 34 19 0 24 Aug 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
Video Interpolation by Event-driven Anisotropic Adjustment of Optical Flow Song Wu Kaichao You Weihua He Chen Yang Yang Tian Yaoyuan Wang Ziyang Zhang Jianxing Liao VGen 26 22 0 19 Aug 2022
Blind Image Deblurring with Unknown Kernel Size and Substantial Noise Zhong Zhuang Taihui Li Hengkang Wang Ju Sun 22 18 0 18 Aug 2022
PDRF: Progressively Deblurring Radiance Field for Fast and Robust Scene Reconstruction from Blurry Images Cheng-Fang Peng Rama Chellappa 30 12 0 17 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
Efficient Video Deblurring Guided by Motion Magnitude Yusheng Wang Yunfan Lu Ye Gao Lin Wang Zhihang Zhong Yinqiang Zheng Atsushi Yamashita 36 29 0 27 Jul 2022
Error-Aware Spatial Ensembles for Video Frame Interpolation Zhixiang Chi Rasoul Mohammadi Nasiri Zheng Liu Yuanhao Yu Juwei Lu Jingshan Tang Konstantinos N Plataniotis 24 3 0 25 Jul 2022
Face Deblurring using Dual Camera Fusion on Mobile Phones Wei-Sheng Lai Yichang Shih Lun-Cheng Chu Xiaotong Wu Sung-Fang Tsai Michael Krainin Deqing Sun Chia-Kai Liang CVBM 3DH 31 19 0 23 Jul 2022
Intelligent Amphibious Ground-Aerial Vehicles: State of the Art Technology for Future Transportation Jiahui Geng Jiangeng Huang Yuanhao Huang K. Huang Lei Yang Yan Han Li-e Wang Huaping Liu Jianxi Luo Jun Li 28 19 0 23 Jul 2022
Spatio-Temporal Deformable Attention Network for Video Deblurring Huicong Zhang Haozhe Xie H. Yao 13 38 0 22 Jul 2022
Towards Interpretable Video Super-Resolution via Alternating Optimization Jingyun Liang Christos Sakaridis Peng Sun Wenguan Wang Qin Wang Yulun Zhang Hao Tang Luc Van Gool SupR 30 16 0 21 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 27 20 0 20 Jul 2022
Real-time Streaming Video Denoising with Bidirectional Buffers Chenyang Qi Junming Chen Xin Yang Qifeng Chen 24 21 0 14 Jul 2022
BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks Uddeshya Upadhyay Shyamgopal Karthik Yanbei Chen Massimiliano Mancini Zeynep Akata UQCV BDL 37 22 0 14 Jul 2022
Continuous Facial Motion Deblurring Tae Bok Lee Sujy Han Y. S. Heo 20 1 0 14 Jul 2022
Imaging through the Atmosphere using Turbulence Mitigation Transformer Xingguang Zhang Zhiyuan Mao Nicholas Chimitt Stanley H. Chan ViT 32 31 0 13 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 31 17 0 07 Jul 2022
Single-image Defocus Deblurring by Integration of Defocus Map Prediction Tracing the Inverse Problem Computation Qian Ye Masanori Suganuma Takayuki Okatani 16 1 0 07 Jul 2022
Training Patch Analysis and Mining Skills for Image Restoration Deep Neural Networks Jae Woong Soh N. Cho 12 0 0 03 Jul 2022
Multi-Prior Learning via Neural Architecture Search for Blind Face Restoration Yanjiang Yu Puyang Zhang Kaihao Zhang Wenhan Luo Changsheng Li Ye Yuan Guoren Wang CVBM 16 5 0 28 Jun 2022
Dynamic Scene Deblurring Based on Continuous Cross-Layer Attention Transmission Xia Hua Mingxin Li Junxiong Fei Yu Shi Jianguo Liu Hanyu Hong 25 0 0 23 Jun 2022
A Simple Baseline for Video Restoration with Grouped Spatial-temporal Shift Dasong Li Xiaoyu Shi Y. Zhang Ka Chun Cheung Simon See Xiaogang Wang Hongwei Qin Hongsheng Li VGen 24 59 0 22 Jun 2022
Video frame interpolation for high dynamic range sequences captured with dual-exposure sensors Ugur Çogalan Mojtaba Bemana Hans-Peter Seidel K. Myszkowski 41 1 0 19 Jun 2022
VideoINR: Learning Video Implicit Neural Representation for Continuous Space-Time Super-Resolution Zeyuan Chen Yinbo Chen Jingwen Liu Xingqian Xu Vidit Goel Zhangyang Wang Humphrey Shi Xiaolong Wang SupR 30 107 0 09 Jun 2022
JNMR: Joint Non-linear Motion Regression for Video Frame Interpolation Meiqin Liu Chenming Xu Chao Yao Chunyu Lin Yao Zhao VGen 57 7 0 09 Jun 2022
Robust Deep Ensemble Method for Real-world Image Denoising Pengju Liu Hongzhi Zhang Jinghui Wang Yuzhi Wang Dongwei Ren W. Zuo 35 11 0 08 Jun 2022
Recurrent Video Restoration Transformer with Guided Deformable Attention Christos Sakaridis Yuchen Fan Xiaoyu Xiang Rakesh Ranjan Eddy Ilg Simon Green Jingyun Liang Peng Sun Radu Timofte Luc Van Gool 42 153 0 05 Jun 2022
Priors in Deep Image Restoration and Enhancement: A Survey Yunfan Lu Yi Lin Hao Wu Yuan Luo Xueye Zheng Hui Xiong Lin Wang 47 3 0 04 Jun 2022
Compound Multi-branch Feature Fusion for Real Image Restoration Chi-Mao Fan Tsung-Jung Liu Kuan-Hsien Liu 10 8 0 02 Jun 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
Deblurring Photographs of Characters Using Deep Neural Networks Thomas Germer Tobias Uelwer Stefan Harmeling 30 2 0 30 May 2022
IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation Lingtong Kong Boyuan Jiang Donghao Luo Wenqing Chu Xiaoming Huang Ying Tai Chengjie Wang Jie Yang 76 146 0 29 May 2022
Real-Time Video Deblurring via Lightweight Motion Compensation Hyeongseok Son Junyong Lee Sunghyun Cho Seungyong Lee 14 5 0 25 May 2022
Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video Restoration Jing Lin Xiaowan Hu Yuanhao Cai Haoqian Wang Youliang Yan X. Zou Yulun Zhang Luc Van Gool 54 17 0 20 May 2022
Efficient Burst Raw Denoising with Variance Stabilization and Multi-frequency Denoising Network Dasong Li Y. Zhang K. L. Law Xiaogang Wang Hongwei Qin Hongsheng Li 16 16 0 10 May 2022
Block Modulating Video Compression: An Ultra Low Complexity Image Compression Encoder for Resource Limited Platforms Yujia Xue Siming Zheng Waleed Tahir Zhengjue Wang Hao Zhang Ziyi Meng Lei Tian Xin Yuan 21 4 0 07 May 2022
Pik-Fix: Restoring and Colorizing Old Photos Runsheng Xu Zhengzhong Tu Yuanqi Du Xiaoyu Dong Jinlong Li Zibo Meng Jiaqi Ma A. Bovik Hongkai Yu 41 13 0 04 May 2022
Multiple Degradation and Reconstruction Network for Single Image Denoising via Knowledge Distillation Juncheng Li Hanhui Yang Qiaosi Yi Faming Fang Guangwei Gao T. Zeng Guixu Zhang 30 7 0 29 Apr 2022
Deep Generalized Unfolding Networks for Image Restoration Chong Mou Qian Wang Jian Zhang 48 183 0 28 Apr 2022
Attentive Fine-Grained Structured Sparsity for Image Restoration Junghun Oh Heewon Kim Seungjun Nah Chee Hong Jonghyun Choi Kyoung Mu Lee 27 18 0 26 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
Learning Enriched Features for Fast Image Restoration and Enhancement Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao SupR 10 401 0 19 Apr 2022
Real-World Deep Local Motion Deblurring Haoying Li Ziran Zhang Tingting Jiang Peng Luo H. Feng Zhihai Xu 30 27 0 18 Apr 2022
VDTR: Video Deblurring with Transformer Ming Cao Yanbo Fan Yong Zhang Jue Wang Yujiu Yang ViT 25 37 0 17 Apr 2022