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
Single Image Reflection Removal Exploiting Misaligned Training Data and Network Enhancements Kaixuan Wei Jiaolong Yang Ying Fu David Wipf Hua Huang 16 146 0 01 Apr 2019
Fast and Full-Resolution Light Field Deblurring using a Deep Neural Network Jonathan Samuel Lumentut Tae Hyun Kim R. Ramamoorthi I. Park 14 11 0 31 Mar 2019
Motion Deblurring with an Adaptive Network Kuldeep Purohit A. N. Rajagopalan 12 1 0 25 Mar 2019
DeepRED: Deep Image Prior Powered by RED G. Mataev Michael Elad P. Milanfar SupR 23 191 0 25 Mar 2019
Down-Scaling with Learned Kernels in Multi-Scale Deep Neural Networks for Non-Uniform Single Image Deblurring Dongwon Park Jisoo Kim S. Chun 8 14 0 25 Mar 2019
Dual Residual Networks Leveraging the Potential of Paired Operations for Image Restoration Xing Liu Masanori Suganuma Zhun Sun Takayuki Okatani 20 202 0 21 Mar 2019
Proximal Splitting Networks for Image Restoration Raied Aljadaany Dipan K. Pal Marios Savvides SupR 14 8 0 17 Mar 2019
Deep Residual Autoencoder for quality independent JPEG restoration Simone Zini Simone Bianco Raimondo Schettini 20 18 0 14 Mar 2019
High Frame Rate Video Reconstruction based on an Event Camera Liyuan Pan Richard I. Hartley C. Scheerlinck Miaomiao Liu Xin Yu Yuchao Dai VGen 15 2 0 12 Mar 2019
Integrating neural networks into the blind deblurring framework to compete with the end-to-end learning-based methods Junde Wu Xiaoguang Di Jiehao Huang Yu Zhang 23 0 0 07 Mar 2019
Unsupervised Domain-Specific Deblurring via Disentangled Representations Boyu Lu Jun-Cheng Chen Rama Chellappa OCL 19 137 0 05 Mar 2019
Extreme Channel Prior Embedded Network for Dynamic Scene Deblurring Jianrui Cai W. Zuo Lei Zhang 11 7 0 02 Mar 2019
Single Image Deblurring and Camera Motion Estimation with Depth Map Liyuan Pan Yuchao Dai Miaomiao Liu MDE 11 24 0 01 Mar 2019
GAN Based Image Deblurring Using Dark Channel Prior Shuang Zhang Ada Zhen R. Stevenson GAN 14 15 0 28 Feb 2019
Bi-Skip: A Motion Deblurring Network Using Self-paced Learning Yiwei Zhang Chunbiao Zhu Ge Li Yuan Zhao Haifeng Shen 16 2 0 24 Feb 2019
Spatially-Adaptive Filter Units for Compact and Efficient Deep Neural Networks Domen Tabernik Matej Kristan A. Leonardis 16 22 0 20 Feb 2019
Deep Algorithm Unrolling for Blind Image Deblurring Yuelong Li M. Tofighi Junyi Geng V. Monga Yonina C. Eldar 28 5 0 09 Feb 2019
An Algorithm Unrolling Approach to Deep Image Deblurring Yuelong Li M. Tofighi V. Monga Yonina C. Eldar 15 57 0 09 Feb 2019
Learning to Clean: A GAN Perspective Monika Sharma Abhishek Verma L. Vig 6 25 0 28 Jan 2019
Bridging the Gap Between Computational Photography and Visual Recognition Rosaura G. VidalMata Sreya Banerjee Brandon RichardWebster Michael Albright Pedro Davalos ... Wen-Chi Chin Yi-Chun Li M. Lababidi C. Otto Walter J. Scheirer 20 55 0 28 Jan 2019
MSR: Multi-Scale Shape Regression for Scene Text Detection Chuhui Xue Shijian Lu Wei Zhang 21 130 0 09 Jan 2019
Blind Motion Deblurring with Cycle Generative Adversarial Networks Quan Yuan Junxia Li Lingwei Zhang Zhefu Wu Guangyu Liu GAN 21 19 0 07 Jan 2019
Brain MRI super-resolution using 3D generative adversarial networks Irina Sanchez Verónica Vilaplana MedIm 17 78 0 29 Dec 2018
Evolutionary Neural Architecture Search for Image Restoration Gerard Jacques van Wyk Anna Sergeevna Bosman 14 34 0 14 Dec 2018
Attention-based Adaptive Selection of Operations for Image Restoration in the Presence of Unknown Combined Distortions Masanori Suganuma Xing Liu Takayuki Okatani 85 82 0 03 Dec 2018
Deep Network Interpolation for Continuous Imagery Effect Transition Xintao Wang K. Yu Chao Dong Xiaoou Tang Chen Change Loy SupR 19 104 0 26 Nov 2018
Phase-only Image Based Kernel Estimation for Single-image Blind Deblurring Liyuan Pan Richard I. Hartley Miaomiao Liu Yuchao Dai 16 58 0 26 Nov 2018
Bringing a Blurry Frame Alive at High Frame-Rate with an Event Camera Liyuan Pan C. Scheerlinck Xin Yu Richard I. Hartley Miaomiao Liu Yuchao Dai 16 240 0 26 Nov 2018
LSD $_2$ -- Joint Denoising and Deblurring of Short and Long Exposure Images with CNNs Janne Mustaniemi Arno Solin Jirí Matas Simo Särkkä J. Heikkilä 25 9 0 23 Nov 2018
NeuroTreeNet: A New Method to Explore Horizontal Expansion Network S. Lou Yan Luo Q. Fan F. Chen Yiping Chen Cheng-Yu Wang Jonathan Li 14 0 0 22 Nov 2018
CNN based dense underwater 3D scene reconstruction by transfer learning using bubble database Kazuto Ichimaru Furukawa Ryo Hiroshi Kawasaki 14 7 0 21 Nov 2018
Deep Learning with Inaccurate Training Data for Image Restoration Bolin Liu X. Shu Xiaolin Wu 16 3 0 18 Nov 2018
S-Net: A Scalable Convolutional Neural Network for JPEG Compression Artifact Reduction Bolun Zheng Rui Sun Xiang Tian Yao-wu Chen 27 21 0 18 Oct 2018
Playing for Depth M. M. Haji-Esmaeili G. Montazer 32 2 0 15 Oct 2018
Gyroscope-Aided Motion Deblurring with Deep Networks Janne Mustaniemi Arno Solin Simo Särkkä Jirí Matas J. Heikkilä MDE 13 38 0 01 Oct 2018
Depth Reconstruction of Translucent Objects from a Single Time-of-Flight Camera using Deep Residual Networks Seongjong Song Hyunjung Shim 11 9 0 28 Sep 2018
Blur-Countering Keypoint Detection via Eigenvalue Asymmetry Chao Zhang Xuequan Lu T. Akashi 14 1 0 05 Sep 2018
ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks Xintao Wang Ke Yu Shixiang Wu Jinjin Gu Yihao Liu Chao Dong Chen Change Loy Yu Qiao Xiaoou Tang 14 3,675 0 01 Sep 2018
Efficient Single Image Super Resolution using Enhanced Learned Group Convolutions V. Jain Prakhar Bansal A. Singh R. Srivastava SupR 19 4 0 26 Aug 2018
Multi-scale CNN stereo and pattern removal technique for underwater active stereo system Kazuto Ichimaru Furukawa Ryo Hiroshi Kawasaki 3DV 6 3 0 25 Aug 2018
Class-Aware Fully-Convolutional Gaussian and Poisson Denoising Tal Remez Or Litany Raja Giryes A. Bronstein BDL 25 72 0 20 Aug 2018
User-Guided Deep Anime Line Art Colorization with Conditional Adversarial Networks Yuanzheng Ci Xinzhu Ma Zhihui Wang Haojie Li Zhongxuan Luo GAN 36 134 0 09 Aug 2018
Physics-Based Generative Adversarial Models for Image Restoration and Beyond Jin-shan Pan Jiangxin Dong Yang Liu Jiawei Zhang Jimmy S. J. Ren Jinhui Tang Yu-Wing Tai Ming-Hsuan Yang GAN 6 144 0 02 Aug 2018
Learning Collaborative Generation Correction Modules for Blind Image Deblurring and Beyond Risheng Liu Yi He Shichao Cheng Xin-Yue Fan Zhongxuan Luo 24 18 0 31 Jul 2018
To learn image super-resolution, use a GAN to learn how to do image degradation first Adrian Bulat J. Yang Georgios Tzimiropoulos SupR 17 351 0 30 Jul 2018
Gated Fusion Network for Joint Image Deblurring and Super-Resolution Xinyi Zhang Hang Dong Zhe Hu Wei-Sheng Lai Fei Wang Ming-Hsuan Yang SupR 10 74 0 27 Jul 2018
Big-Little Net: An Efficient Multi-Scale Feature Representation for Visual and Speech Recognition Chun-Fu Chen Quanfu Fan Neil Rohit Mallinar Tom Sercu Rogerio Feris 20 96 0 10 Jul 2018
Deep Image Compression via End-to-End Learning Haojie Liu Tong Chen Qiu Shen Tao Yue Zhan Ma 21 41 0 05 Jun 2018
Face hallucination using cascaded super-resolution and identity priors Klemen Grm Simon Dobrišek Walter J. Scheirer Vitomir Štruc SupR 27 92 0 28 May 2018
Photorealistic Image Reconstruction from Hybrid Intensity and Event based Sensor Prasan A. Shedligeri Kaushik Mitra 27 32 0 16 May 2018