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
A Mountain-Shaped Single-Stage Network for Accurate Image Restoration Huiyu Gao J. Yang Ying Zhang Ning Wang Jing Yang Depeng Dang 40 18 0 09 May 2023
Real-World Denoising via Diffusion Model Chenghan Yang Lijing Liang Zhixun Su DiffM 24 14 0 08 May 2023
TransFlow: Transformer as Flow Learner Yawen Lu Qifan Wang Siqi Ma Tong Geng Victor Y. Chen Huaijin Chen Dongfang Liu ViT 37 45 0 23 Apr 2023
AMT: All-Pairs Multi-Field Transforms for Efficient Frame Interpolation Zerui Li Zuo-Liang Zhu Linghao Han Qibin Hou Chunle Guo Ming-Ming Cheng 41 90 0 19 Apr 2023
Masked Autoencoders as Image Processors Huiyu Duan Wei Shen Xiongkuo Min Danyang Tu Long Teng Jia Wang Guangtao Zhai ViT 38 11 0 30 Mar 2023
Recovering 3D Hand Mesh Sequence from a Single Blurry Image: A New Dataset and Temporal Unfolding Y. Oh J. Park Jaeha Kim Gyeongsik Moon Kyoung Mu Lee 3DH 52 9 0 27 Mar 2023
Joint Video Multi-Frame Interpolation and Deblurring under Unknown Exposure Time Wei Shang Dongwei Ren Yi Yang Hongzhi Zhang Kede Ma W. Zuo 25 9 0 27 Mar 2023
Image Deblurring by Exploring In-depth Properties of Transformer Pengwei Liang Junjun Jiang Xianming Liu Jiayi Ma ViT 42 20 0 24 Mar 2023
ReBotNet: Fast Real-time Video Enhancement Jeya Maria Jose Valanarasu Rahul Garg Andeep S. Toor Xin Tong Weijuan Xi Andreas Lugmayr Vishal M. Patel A. Menini 32 0 0 23 Mar 2023
Inversion by Direct Iteration: An Alternative to Denoising Diffusion for Image Restoration M. Delbracio P. Milanfar DiffM 37 113 0 20 Mar 2023
Video shutter angle estimation using optical flow and linear blur David Korcak Juan E. Sala Matas 13 0 0 17 Mar 2023
DiffIR: Efficient Diffusion Model for Image Restoration Bin Xia Yulun Zhang Shiyin Wang Yitong Wang Xing Wu Yapeng Tian Wenming Yang Luc Van Gool DiffM 34 197 0 16 Mar 2023
Depth-Aware Image Compositing Model for Parallax Camera Motion Blur German F. Torres Joni-Kristian Kämäräinen MDE 22 3 0 16 Mar 2023
DeblurSR: Event-Based Motion Deblurring Under the Spiking Representation Chen Song Chandrajit L. Bajaj Qi-Xing Huang 18 5 0 15 Mar 2023
View Adaptive Light Field Deblurring Networks with Depth Perception Zeqi Shen Shuo Zhang Zhuhao Zhang Qihua Chen Xu Dong Youfang Lin 15 2 0 13 Mar 2023
InFusionSurf: Refining Neural RGB-D Surface Reconstruction Using Per-Frame Intrinsic Refinement and TSDF Fusion Prior Learning Seunghwan Lee Gwanmo Park H. Son Jiwon Ryu H. Chae 35 1 0 08 Mar 2023
Efficient and Explicit Modelling of Image Hierarchies for Image Restoration Yawei Li Yuchen Fan Xiaoyu Xiang D. Demandolx Rakesh Ranjan Radu Timofte Luc Van Gool 35 173 0 01 Mar 2023
Learning to Super-Resolve Blurry Images with Events Lei Yu Bishan Wang Xiang Zhang Haijian Zhang Wentao Yang Jian-zhuo Liu Guisong Xia SupR 33 22 0 27 Feb 2023
Depth Estimation and Image Restoration by Deep Learning from Defocused Images Saqib Nazir Lorenzo Vaquero M. Mucientes V. Brea D. Coltuc 3DV MDE 36 11 0 21 Feb 2023
Mixed Hierarchy Network for Image Restoration Huiyu Gao Depeng Dang 29 14 0 19 Feb 2023
Event-guided Multi-patch Network with Self-supervision for Non-uniform Motion Deblurring Hongguang Zhang Limeng Zhang Yuchao Dai Hongdong Li Piotr Koniusz 29 18 0 14 Feb 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 31 1 0 14 Feb 2023
A survey on facial image deblurring Bingnan Wang Fanjiang Xu Q. Zheng CVBM 27 2 0 10 Feb 2023
Revisiting Image Deblurring with an Efficient ConvNet Lingyan Ruan Mojtaba Bemana Hans-peter Seidel K. Myszkowski Bin Chen 44 12 0 04 Feb 2023
CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks Shashank Agnihotri Steffen Jung M. Keuper AAML 37 21 0 04 Feb 2023
Image Restoration with Mean-Reverting Stochastic Differential Equations Ziwei Luo Fredrik K. Gustafsson Zheng Zhao Jens Sjölund Thomas B. Schon DiffM 44 156 0 27 Jan 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 26 17 0 18 Jan 2023
LVRNet: Lightweight Image Restoration for Aerial Images under Low Visibility Esha Pahwa Achleshwar Luthra Pratik Narang 36 4 0 13 Jan 2023
Predictive Coding Based Multiscale Network with Encoder-Decoder LSTM for Video Prediction Chaofan Ling Junpei Zhong Wei-Hong Li 49 3 0 22 Dec 2022
NFResNet: Multi-scale and U-shaped Networks for Deblurring Tanish Mittal Preyansh Agrawal Esha Pahwa Aarya Makwana 23 1 0 12 Dec 2022
BiSTNet: Semantic Image Prior Guided Bidirectional Temporal Feature Fusion for Deep Exemplar-based Video Colorization Yixin Yang Zhongzheng Peng Xiaoyu Du Zhulin Tao Jinhui Tang Jin-shan Pan VOS 24 16 0 05 Dec 2022
Multiscale Structure Guided Diffusion for Image Deblurring Mengwei Ren M. Delbracio Hossein Talebi Guido Gerig P. Milanfar DiffM 21 59 0 04 Dec 2022
Real-time Blind Deblurring Based on Lightweight Deep-Wiener-Network Run-Bo Li Yang Yu Charlie Haywood 24 1 0 29 Nov 2022
BALF: Simple and Efficient Blur Aware Local Feature Detector Zhenjun Zhao Yuwei Zhai Ben Chen Peidong Liu 32 4 0 27 Nov 2022
To be or not to be stable, that is the question: understanding neural networks for inverse problems David Evangelista J. Nagy E. Morotti E. L. Piccolomini 28 4 0 24 Nov 2022
BAD-NeRF: Bundle Adjusted Deblur Neural Radiance Fields Peng Wang Lingzhe Zhao Rui Ma Peidong Liu 30 74 0 23 Nov 2022
Efficient Frequency Domain-based Transformers for High-Quality Image Deblurring Lingshun Kong Jiangxin Dong Mingqiang Li J. Ge Jin-shan Pan ViT 38 143 0 22 Nov 2022
DP-NeRF: Deblurred Neural Radiance Field with Physical Scene Priors Dogyoon Lee Minhyeok Lee Chajin Shin Sangyoun Lee 40 67 0 22 Nov 2022
Blur Interpolation Transformer for Real-World Motion from Blur Zhihang Zhong Ming Cao Xiang Ji Yinqiang Zheng Imari Sato ViT 36 25 0 21 Nov 2022
Let's Enhance: A Deep Learning Approach to Extreme Deblurring of Text Images Theophil Trippe Martin Genzel Jan Macdonald M. März 37 1 0 18 Nov 2022
Self-Supervised Image Restoration with Blurry and Noisy Pairs Zhilu Zhang Rongjian Xu Ming-Yu Liu Zifei Yan W. Zuo 40 12 0 14 Nov 2022
ClassPruning: Speed Up Image Restoration Networks by Dynamic N:M Pruning Yang Zhou Yuda Song Hui Qian Xin Du VLM 33 1 0 10 Nov 2022
Perceptual Image Enhancement for Smartphone Real-Time Applications Marcos V. Conde Florin-Alexandru Vasluianu Javier Vázquez-Corral Radu Timofte 19 23 0 24 Oct 2022
Fantômas: Understanding Face Anonymization Reversibility Julian Todt Simon Hanisch Thorsten Strufe PICV CVBM 31 4 0 19 Oct 2022
Learning Dual Memory Dictionaries for Blind Face Restoration Xiaoming Li Shiguang Zhang Shangchen Zhou Lei Zhang W. Zuo CVBM 35 35 0 15 Oct 2022
Meta Transferring for Deblurring Po-Sheng Liu Fu-Jen Tsai Yanbin Peng Chung-Chi Tsai Chia-Wen Lin Yen-Yu Lin 25 2 0 14 Oct 2022
Deep Idempotent Network for Efficient Single Image Blind Deblurring Yuxin Mao Zhexiong Wan Yuchao Dai Xin Yu VLM 16 20 0 13 Oct 2022
Flexible Alignment Super-Resolution Network for Multi-Contrast MRI Yiming Liu Mengxi Zhang Weiqin Zhang Bo Jiang Bo Hou Dan Liu Jie Chen Heqing Lian MedIm 33 1 0 07 Oct 2022
Diffusion Posterior Sampling for General Noisy Inverse Problems Hyungjin Chung Jeongsol Kim Michael T. McCann M. Klasky J. C. Ye DiffM 46 779 0 29 Sep 2022
Rethinking Blur Synthesis for Deep Real-World Image Deblurring Hao Wei Chenyang Ge Xin Qiao Pengchao Deng 25 0 0 28 Sep 2022