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
ALANET: Adaptive Latent Attention Network forJoint Video Deblurring and Interpolation Akash Gupta Abhishek Aich A. Roy-Chowdhury 26 21 0 31 Aug 2020
Deep Learning Techniques for Geospatial Data Analysis Arvind W. Kiwelekar Geetanjali S. Mahamunkar L. Netak V. Nikam 18 18 0 30 Aug 2020
Video Frame Interpolation via Generalized Deformable Convolution Zhihao Shi Xiaohong Liu Kangdi Shi Linhui Dai Jun Chen 47 16 0 24 Aug 2020
Blur-Attention: A boosting mechanism for non-uniform blurred image restoration Xiaoguang Li Feifan Yang K. Lam L. Zhuo Jiafeng Li 9 1 0 19 Aug 2020
Enhanced MRI Reconstruction Network using Neural Architecture Search Qiaoying Huang Dong Yang Yikun Xian Pengxiang Wu Jingru Yi Hui Qu Dimitris N. Metaxas 26 9 0 19 Aug 2020
LIRA: Lifelong Image Restoration from Unknown Blended Distortions Jianzhao Liu Jianxin Lin Xin Li Wei Zhou Sen Liu Zhibo Chen CLL 10 17 0 19 Aug 2020
Blind Face Restoration via Deep Multi-scale Component Dictionaries Xiaoming Li Chaofeng Chen Shangchen Zhou Xianhui Lin W. Zuo Lei Zhang CVBM 17 169 0 02 Aug 2020
All at Once: Temporally Adaptive Multi-Frame Interpolation with Advanced Motion Modeling Zhixiang Chi Rasoul Mohammadi Nasiri Zheng Liu Juwei Lu Jin Tang Konstantinos N Plataniotis 62 70 0 23 Jul 2020
URIE: Universal Image Enhancement for Visual Recognition in the Wild Taeyoung Son Juwon Kang N. Kim Sunghyun Cho Suha Kwak OOD 27 47 0 17 Jul 2020
Event Enhanced High-Quality Image Recovery Bishan Wang Jingwei He Lei Yu Guisong Xia Wen Yang SupR 38 114 0 16 Jul 2020
Blur Invariant Kernel-Adaptive Network for Single Image Blind deblurring Sungkwon An Hyungmin Roh Myung-joo Kang 6 2 0 09 Jul 2020
Low-light Image Restoration with Short- and Long-exposure Raw Pairs Meng Chang H. Feng Zhi-hai Xu Qi Li 27 43 0 01 Jul 2020
Deep Learning for Cornea Microscopy Blind Deblurring Toussain Cardot Pilar Marxer Ivan Snozzi MedIm 6 0 0 25 Jun 2020
Burst Photography for Learning to Enhance Extremely Dark Images Ahmet Serdar Karadeniz Erkut Erdem Aykut Erdem 28 20 0 17 Jun 2020
Multiple Video Frame Interpolation via Enhanced Deformable Separable Convolution Xianhang Cheng Zhenzhong Chen 28 129 0 15 Jun 2020
Pixel-Wise Motion Deblurring of Thermal Videos M. Ramanagopal Zixu Zhang Ram Vasudevan Matthew Johnson-Roberson 8 12 0 08 Jun 2020
Discretize-Optimize vs. Optimize-Discretize for Time-Series Regression and Continuous Normalizing Flows Derek Onken Lars Ruthotto BDL 32 52 0 27 May 2020
Enhanced Residual Networks for Context-based Image Outpainting Przemek Gardias Eric Arthur Huaming Sun 16 6 0 14 May 2020
NTIRE 2020 Challenge on Image and Video Deblurring Seungjun Nah Sanghyun Son Radu Timofte Kyoung Mu Lee 67 32 0 04 May 2020
AIM 2019 Challenge on Video Temporal Super-Resolution: Methods and Results Seungjun Nah Sanghyun Son Radu Timofte Kyoung Mu Lee SupR 14 16 0 04 May 2020
Distributed Learning and Inference with Compressed Images Sudeep Katakol Basem Elbarashy Luis Herranz Joost van de Weijer Antonio M. López 14 9 0 22 Apr 2020
Bringing Old Photos Back to Life Bo Liu Bo Zhang Dongdong Chen Peiying Zhang Dong Chen Jing Liao Fang Wen 17 205 0 20 Apr 2020
Moire Image Restoration using Multi Level Hyper Vision Net D. Nathan M.Parisa Beham S. M. M. Roomi 15 6 0 18 Apr 2020
Learning Event-Based Motion Deblurring Zhe Jiang Yu Zhang Dongqing Zou Jimmy S. J. Ren Jiancheng Lv Yebin Liu 32 153 0 13 Apr 2020
Spatially-Attentive Patch-Hierarchical Network for Adaptive Motion Deblurring Maitreya Suin Kuldeep Purohit A. N. Rajagopalan 3DV 33 280 0 11 Apr 2020
Deblurring using Analysis-Synthesis Networks Pair Adam Kaufman Raanan Fattal 9 50 0 06 Apr 2020
Cascaded Deep Video Deblurring Using Temporal Sharpness Prior Jin-shan Pan Haoran Bai Jinhui Tang 24 148 0 06 Apr 2020
Deblurring by Realistic Blurring Kaihao Zhang Wenhan Luo Yiran Zhong Lin Ma B. Stenger Wei Liu Hongdong Li 11 358 0 04 Apr 2020
Single Image Optical Flow Estimation with an Event Camera Liyuan Pan Miaomiao Liu Richard I. Hartley 20 65 0 01 Apr 2020
Y-net: Multi-scale feature aggregation network with wavelet structure similarity loss function for single image dehazing Hao-Hsiang Yang Chao-Han Huck Yang Y. Tsai 9 59 0 31 Mar 2020
When Autonomous Systems Meet Accuracy and Transferability through AI: A Survey Chongzhen Zhang Jianrui Wang Gary G. Yen Chaoqiang Zhao Qiyu Sun Yang Tang Feng Qian Jürgen Kurths AAML 35 20 0 29 Mar 2020
Prior-enlightened and Motion-robust Video Deblurring Ya Zhou Jianfeng Xu K. Tasaka Zhibo Chen Weiping Li 6 2 0 25 Mar 2020
Review of data analysis in vision inspection of power lines with an in-depth discussion of deep learning technology Xinyu Liu Xiren Miao Hao Jiang Jia Chen 25 11 0 22 Mar 2020
Learning the Loss Functions in a Discriminative Space for Video Restoration Younghyun Jo Jaeyeon Kang Seoung Wug Oh Seonghyeon Nam Peter Vajda Seon Joo Kim GAN 16 1 0 20 Mar 2020
Blur, Noise, and Compression Robust Generative Adversarial Networks Takuhiro Kaneko Tatsuya Harada 12 17 0 17 Mar 2020
Burst Denoising of Dark Images Ahmet Serdar Karadeniz Erkut Erdem Aykut Erdem 19 0 0 17 Mar 2020
Learning Enriched Features for Real Image Restoration and Enhancement Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao SupR 32 593 0 15 Mar 2020
BP-DIP: A Backprojection based Deep Image Prior Jenny Zukerman Tom Tirer Raja Giryes SupR 11 18 0 11 Mar 2020
Gated Fusion Network for Degraded Image Super Resolution Xinyi Zhang Hang Dong Zhe Hu Wei-Sheng Lai Fei Wang Ming-Hsuan Yang SupR 43 37 0 02 Mar 2020
Learning to Deblur and Generate High Frame Rate Video with an Event Camera Haoyu Chen Minggui Teng Boxin Shi Wang YIzhou Huang Tiejun 16 41 0 02 Mar 2020
Introduction to deep learning Lihi Shiloh-Perl Raja Giryes 27 0 0 29 Feb 2020
Blurry Video Frame Interpolation Wang Shen Wenbo Bao Guangtao Zhai Li Chen Xiongkuo Min Zhiyong Gao 25 90 0 27 Feb 2020
Unpaired Image Super-Resolution using Pseudo-Supervision S. Maeda SupR 16 155 0 26 Feb 2020
Self-supervised Image Enhancement Network: Training with Low Light Images Only Yu Zhang Xiaoguang Di Bin Zhang Chunhui Wang 16 103 0 26 Feb 2020
The Maximum Entropy on the Mean Method for Image Deblurring Gabriel Rioux Rustum Choksi Tim Hoheisel Pierre Marechal Christopher Scarvelis 16 0 0 24 Feb 2020
Beyond Camera Motion Blur Removing: How to Handle Outliers in Deblurring Meng Chang Chenwei Yang H. Feng Zhi-hai Xu Qi Li 9 0 0 24 Feb 2020
Motion Deblurring using Spatiotemporal Phase Aperture Coding Shay Elmalem Raja Giryes E. Marom 25 10 0 18 Feb 2020
Self-Supervised Linear Motion Deblurring Peidong Liu J. Janai Marc Pollefeys Torsten Sattler Andreas Geiger 18 33 0 10 Feb 2020
Watch out! Motion is Blurring the Vision of Your Deep Neural Networks Qing Guo Felix Juefei Xu Xiaofei Xie Lei Ma Jian-Xun Wang Bing Yu Wei Feng Yang Liu AAML 30 16 0 10 Feb 2020
Handling noise in image deblurring via joint learning Si Miao Yongxin Zhu 13 5 0 27 Jan 2020