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
Exploiting Semantics for Face Image Deblurring Ziyi Shen Wei-Sheng Lai Tingfa Xu Jan Kautz Ming-Hsuan Yang CVBM 19 33 0 19 Jan 2020
Human-Aware Motion Deblurring Ziyi Shen Wenguan Wang Xiankai Lu Jianbing Shen Haibin Ling Tingfa Xu Ling Shao 3DH 27 284 0 19 Jan 2020
A Machine Learning Imaging Core using Separable FIR-IIR Filters M. Asama Leo F. Isikdogan R. Sushma Bhavin V. Nayak G. Michael VLM 16 1 0 02 Jan 2020
Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing V. Monga Yuelong Li Yonina C. Eldar 46 999 0 22 Dec 2019
Atmospheric turbulence removal using convolutional neural network Jing Gao Nantheera Anantrasirichai David Bull 11 25 0 22 Dec 2019
Deep Radar Waveform Design for Efficient Automotive Radar Sensing Shahin Khobahi Arindam Bose M. Soltanalian 19 18 0 17 Dec 2019
Photosequencing of Motion Blur using Short and Long Exposures Vijay Rengarajan Shuo Zhao Ruiwen Zhen J. Glotzbach H. Sheikh Aswin C. Sankaranarayanan 16 11 0 11 Dec 2019
DAVID: Dual-Attentional Video Deblurring Junru Wu Xiang Yu Ding Liu Manmohan Chandraker Zhangyang Wang 24 19 0 07 Dec 2019
Deep Motion Blur Removal Using Noisy/Blurry Image Pairs Shuang Zhang Ada Zhen R. Stevenson 29 15 0 19 Nov 2019
Multi-Temporal Recurrent Neural Networks For Progressive Non-Uniform Single Image Deblurring With Incremental Temporal Training Dongwon Park Dong un Kang Jisoo Kim S. Chun 15 204 0 18 Nov 2019
Cross-Scale Residual Network for Multiple Tasks:Image Super-resolution, Denoising, and Deblocking Yuan Zhou Xiaoting Du Yeda Zhang S. Kung SupR 21 1 0 04 Nov 2019
Quadratic video interpolation Xiangyu Xu Liu Siyao Wenxiu Sun Qian Yin Ming-Hsuan Yang 11 218 0 02 Nov 2019
Divide-and-Conquer Adversarial Learning for High-Resolution Image and Video Enhancement Zhiwu Huang D. Paudel Guanju Li Jiqing Wu Radu Timofte Luc Van Gool 17 4 0 23 Oct 2019
eCNN: A Block-Based and Highly-Parallel CNN Accelerator for Edge Inference Chao-Tsung Huang Yu-Chun Ding Huan-Ching Wang Chi-Wen Weng Kai-Ping Lin Li-Wei Wang Li-De Chen 6 42 0 13 Oct 2019
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 22 6 0 09 Oct 2019
Joint Stereo Video Deblurring, Scene Flow Estimation and Moving Object Segmentation Liyuan Pan Yuchao Dai Miaomiao Liu Fatih Porikli Quan Pan 14 27 0 06 Oct 2019
Colored Transparent Object Matting from a Single Image Using Deep Learning Jamal Ahmed Rahim Kwan-Yee K. Wong 6 0 0 05 Oct 2019
Deep Video Deblurring: The Devil is in the Details Jochen Gast Stefan Roth 26 24 0 26 Sep 2019
Visual Deprojection: Probabilistic Recovery of Collapsed Dimensions Guha Balakrishnan Adrian V. Dalca Amy Zhao John Guttag F. Durand William T. Freeman 23 9 0 01 Sep 2019
DRFN: Deep Recurrent Fusion Network for Single-Image Super-Resolution with Large Factors Xin Yang Haiyang Mei Jiqing Zhang Ke Xu Baocai Yin Qiang Zhang Xiaopeng Wei SupR 25 96 0 23 Aug 2019
Effects of Blur and Deblurring to Visual Object Tracking Qing Guo Wei Feng Zhihao Chen Ruijun Gao Liang Wan Song Wang 002 26 6 0 21 Aug 2019
Blind Image Deconvolution using Pretrained Generative Priors Muhammad Asim Fahad Shamshad Ali Ahmed 13 7 0 20 Aug 2019
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Orest Kupyn T. Martyniuk Junru Wu Zhangyang Wang 3DV 28 875 0 10 Aug 2019
GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing Xiaohong Liu Yongrui Ma Zhihao Shi Jun Chen 58 738 0 08 Aug 2019
Neural Blind Deconvolution Using Deep Priors Dongwei Ren Kaicheng Zhang Qilong Wang Q. Hu W. Zuo 21 271 0 06 Aug 2019
Blind SAR Image Despeckling Using Self-Supervised Dense Dilated Convolutional Neural Network Ye Yuan Jianguo Sun Jian Guan 13 14 0 05 Aug 2019
Deblurring Face Images using Uncertainty Guided Multi-Stream Semantic Networks R. Yasarla Federico Perazzi Vishal M. Patel CVBM UQCV 22 65 0 30 Jul 2019
Blind Deblurring Using GANs Manoj Kumar Lenka Anubha Pandey Anurag Mittal 17 5 0 27 Jul 2019
Learning Transparent Object Matting Guanying Chen Kai Han Kwan-Yee K. Wong 8 6 0 25 Jul 2019
Blind Deblurring using Deep Learning: A Survey S. Sahu Manoj Kumar Lenka Pankaj K. Sa 12 19 0 23 Jul 2019
Edge Heuristic GAN for Non-uniform Blind Deblurring Shuai Zheng Zhenfeng Zhu Jian Cheng Yandong Guo Yao Zhao GAN 17 31 0 11 Jul 2019
Restoring Images with Unknown Degradation Factors by Recurrent Use of a Multi-branch Network Xing Liu Masanori Suganuma Xiyang Luo Takayuki Okatani 24 9 0 10 Jul 2019
Fully Convolutional Network for Removing DCT Artefacts From Images Patryk Najgebauer R. Scherer Leszek Rutkowski 15 3 0 08 Jul 2019
Edge-Aware Deep Image Deblurring Zhichao Fu Yu Kong Yingbin Zheng Hao Ye Jing Yang Liang He 15 35 0 04 Jul 2019
Training Auto-encoder-based Optimizers for Terahertz Image Reconstruction Tak Ming Wong M. Kahl P. Bolívar A. Kolb Michael Möller 16 8 0 02 Jul 2019
A Simple Local Minimal Intensity Prior and An Improved Algorithm for Blind Image Deblurring Fei Wen R. Ying Yipeng Liu Peilin Liu T. Truong 11 11 0 16 Jun 2019
Training Image Estimators without Image Ground-Truth Zhihao Xia Ayan Chakrabarti GAN 16 21 0 13 Jun 2019
Provably scale-covariant continuous hierarchical networks based on scale-normalized differential expressions coupled in cascade T. Lindeberg 27 19 0 29 May 2019
EDVR: Video Restoration with Enhanced Deformable Convolutional Networks Xintao Wang Kelvin C. K. Chan K. Yu Chao Dong Chen Change Loy SupR 31 1,002 0 07 May 2019
Learned Quality Enhancement via Multi-Frame Priors for HEVC Compliant Low-Delay Applications Ming Lu Ming Cheng Yiling Xu Shiliang Pu Qiu Shen Zhan Ma 25 10 0 03 May 2019
Spatio-Temporal Filter Adaptive Network for Video Deblurring Shangchen Zhou Jiawei Zhang Jin-shan Pan Haozhe Xie W. Zuo Jimmy S. J. Ren 16 191 0 28 Apr 2019
Multi-scale deep neural networks for real image super-resolution Yuxin Li Xiahai Zhuang SupR 24 33 0 24 Apr 2019
Path-Restore: Learning Network Path Selection for Image Restoration K. Yu Xintao Wang Chao Dong Xiaoou Tang Chen Change Loy 21 83 0 23 Apr 2019
A Deep Optimization Approach for Image Deconvolution Zhijian Luo Siyu Chen Y. Qian 14 1 0 16 Apr 2019
A deep learning framework for quality assessment and restoration in video endoscopy Sharib Ali Felix Y Zhou A. Bailey B. Braden J. East Xin Lu J. Rittscher MedIm 16 116 0 15 Apr 2019
MAANet: Multi-view Aware Attention Networks for Image Super-Resolution Jingcai Guo Shiheng Ma Song Guo SupR 11 5 0 12 Apr 2019
Learning Digital Camera Pipeline for Extreme Low-Light Imaging Syed Waqas Zamir Aditya Arora Salman Khan Fahad Shahbaz Khan Ling Shao 13 33 0 11 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
Planar Geometry and Image Recovery from Motion-Blur Kuldeep Purohit Subeesh Vasu M. P. Rao A. N. Rajagopalan 3DV 10 0 0 07 Apr 2019
Deep Stacked Hierarchical Multi-patch Network for Image Deblurring Hongguang Zhang Yuchao Dai Hongdong Li Piotr Koniusz 21 522 0 06 Apr 2019