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
Human and Scene Motion Deblurring using Pseudo-blur Synthesizer Jonathan Samuel Lumentut I. Park 17 3 0 25 Nov 2021
Intriguing Findings of Frequency Selection for Image Deblurring Xintian Mao Yiming Liu Fengze Liu Qingli Li Wei Shen Yan Wang 36 149 0 23 Nov 2021
DeMFI: Deep Joint Deblurring and Multi-Frame Interpolation with Flow-Guided Attentive Correlation and Recursive Boosting Jihyong Oh Munchurl Kim 27 21 0 19 Nov 2021
Restormer: Efficient Transformer for High-Resolution Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang ViT 85 2,135 0 18 Nov 2021
A Latent Encoder Coupled Generative Adversarial Network (LE-GAN) for Efficient Hyperspectral Image Super-resolution Yue Shi Liangxiu Han Lianghao Han Sheng Chang Tongle Hu Darren Dancey GAN 30 41 0 16 Nov 2021
Are we ready for a new paradigm shift? A Survey on Visual Deep MLP Ruiyang Liu Hai-Tao Zheng Li Tao Dun Liang Haitao Zheng 89 97 0 07 Nov 2021
SL-CycleGAN: Blind Motion Deblurring in Cycles using Sparse Learning Ali Syed Saqlain Li-Yun Wang Fang Fang GAN 25 1 0 07 Nov 2021
Resampling and super-resolution of hexagonally sampled images using deep learning Dylan Flaute R. Hardie Hamed Elwarfalli SupR 37 1 0 03 Nov 2021
ISP-Agnostic Image Reconstruction for Under-Display Cameras Miao Qi Yuqi Li Wolfgang Heidrich SupR 38 6 0 02 Nov 2021
Gaussian Kernel Mixture Network for Single Image Defocus Deblurring Yuhui Quan Zicong Wu Hui Ji 32 37 0 31 Oct 2021
Toward Real-world Image Super-resolution via Hardware-based Adaptive Degradation Models Rui Ma Johnathan Czernik Xian Du 31 0 0 20 Oct 2021
Dense Uncertainty Estimation Jing Zhang Yuchao Dai Mochu Xiang Deng-Ping Fan Peyman Moghadam Mingyi He Christian J. Walder Kaihao Zhang Mehrtash Harandi Nick Barnes UQCV BDL 58 10 0 13 Oct 2021
SDWNet: A Straight Dilated Network with Wavelet Transformation for Image Deblurring Wenbin Zou Mingchao Jiang Yunchen Zhang Liang Chen Zhiyong Lu Yi Wu 64 80 0 12 Oct 2021
LODE: Deep Local Deblurring and A New Benchmark Zerun Wang Liuyu Xiang Fan Yang Jinzhao Qian Jie Hu Haidong Huang Jungong Han Yuchen Guo Guiguang Ding 19 2 0 19 Sep 2021
Edge Prior Augmented Networks for Motion Deblurring on Naturally Blurry Images Yuedong Chen Junjia Huang Jianfeng Wang Xiaohua Xie 19 2 0 18 Sep 2021
Unfolding Taylor's Approximations for Image Restoration Man Zhou Zeyu Xiao Xueyang Fu Aiping Liu Gang Yang Zhiwei Xiong 27 23 0 08 Sep 2021
Application of Ghost-DeblurGAN to Fiducial Marker Detection Yibo Liu Amaldev Haridevan Hunter Schofield J. Shan 19 10 0 08 Sep 2021
Surgery Scene Restoration for Robot Assisted Minimally Invasive Surgery Shahnewaz Ali Y. Jonmohamadi R. Crawford D. Fontanarosa Ajay K. Pandey 27 3 0 06 Sep 2021
Infrared Image Super-Resolution via Heterogeneous Convolutional WGAN Y. Huang Zetao Jiang Qingzhong Wang Qi Jiang Guoming Pang 29 11 0 02 Sep 2021
SlowFast Rolling-Unrolling LSTMs for Action Anticipation in Egocentric Videos Nada Osman Guglielmo Camporese Pasquale Coscia Lamberto Ballan EgoV 39 20 0 02 Sep 2021
Recurrent Video Deblurring with Blur-Invariant Motion Estimation and Pixel Volumes Hyeongseok Son Junyong Lee Jonghyeop Lee Sunghyun Cho Seungyong Lee 27 73 0 23 Aug 2021
Towards Real-world X-ray Security Inspection: A High-Quality Benchmark and Lateral Inhibition Module for Prohibited Items Detection Renshuai Tao Yanlu Wei Xiangjian Jiang Hainan Li Haotong Qin Jiakai Wang Yuqing Ma Libo Zhang Xianglong Liu 37 72 0 23 Aug 2021
Spatially-Adaptive Image Restoration using Distortion-Guided Networks Kuldeep Purohit Maitreya Suin A. N. Rajagopalan Vishnu Boddeti 15 116 0 19 Aug 2021
SSH: A Self-Supervised Framework for Image Harmonization Yi Ding He Zhang Jianming Zhang Yilin Wang Zhe-nan Lin Kalyan Sunkavalli Simon Chen Sohrab Amirghodsi Sarah Kong Zhangyang Wang 18 82 0 15 Aug 2021
Rethinking Coarse-to-Fine Approach in Single Image Deblurring Sung-Jin Cho Seoyoun Ji Jun Pyo Hong Seung‐Won Jung Sung-Jea Ko 57 546 0 11 Aug 2021
Super Neurons S. Kiranyaz Junaid Malik Mehmet Yamaç Mert Duman Ilke Adalioglu E. Guldogan T. Ince Moncef Gabbouj SupR 22 7 0 03 Aug 2021
Learning to Adversarially Blur Visual Object Tracking Qing Guo Ziyi Cheng Felix Juefei Xu Lei Ma Xiaofei Xie Yang Liu Jianjun Zhao AAML 16 37 0 26 Jul 2021
Real-world Video Deblurring: A Benchmark Dataset and An Efficient Recurrent Neural Network Zhihang Zhong Ye Gao Yinqiang Zheng Bo Zheng Imari Sato 25 31 0 30 Jun 2021
Blind Non-Uniform Motion Deblurring using Atrous Spatial Pyramid Deformable Convolution and Deblurring-Reblurring Consistency Dong Huo Abbas Masoumzadeh Yee-Hong Yang 14 7 0 27 Jun 2021
TimeLens: Event-based Video Frame Interpolation S. Tulyakov Daniel Gehrig Stamatios Georgoulis Julius Erbach Mathias Gehrig Yuanyou Li Davide Scaramuzza 35 182 0 14 Jun 2021
DS-TransUNet:Dual Swin Transformer U-Net for Medical Image Segmentation Ai-Jun Lin Bingzhi Chen Jiayu Xu Zheng-Wei Zhang Guangming Lu ViT MedIm 20 606 0 12 Jun 2021
Scale-invariant scale-channel networks: Deep networks that generalise to previously unseen scales Ylva Jansson T. Lindeberg 13 23 0 11 Jun 2021
Uformer: A General U-Shaped Transformer for Image Restoration Zhendong Wang Xiaodong Cun Jianmin Bao Wengang Zhou Jianzhuang Liu Houqiang Li ViT 51 1,372 0 06 Jun 2021
A Deep Variational Bayesian Framework for Blind Image Deblurring Haibo Wang Zongsheng Yue Qian Zhao Deyu Meng BDL 12 19 0 05 Jun 2021
T-Net: Deep Stacked Scale-Iteration Network for Image Dehazing Lirong Zheng Yanshan Li Kaihao Zhang Wenhan Luo 21 27 0 05 Jun 2021
RAI-Net: Range-Adaptive LiDAR Point Cloud Frame Interpolation Network Lili Zhao Zezhi Zhu Xuhu Lin Xuezhou Guo Qian Yin Wenyi Wang Jianwen Chen 16 6 0 01 Jun 2021
Blind Motion Deblurring Super-Resolution: When Dynamic Spatio-Temporal Learning Meets Static Image Understanding Wenjia Niu Kaihao Zhang Wenhan Luo Yiran Zhong SupR 32 19 0 27 May 2021
High-Frequency aware Perceptual Image Enhancement Hyungmin Roh Myung-joo Kang 21 0 0 25 May 2021
Graph Convolutional Networks in Feature Space for Image Deblurring and Super-resolution Boyan Xu Hujun Yin GNN 40 9 0 21 May 2021
Network Architecture Search for Face Enhancement R. Yasarla Hamid Reza Vaezi Joze Vishal M. Patel CVBM 30 4 0 13 May 2021
HINet: Half Instance Normalization Network for Image Restoration Liangyu Chen Xin Lu Jie Zhang Xiaojie Chu Chengpeng Chen 22 469 0 13 May 2021
EDPN: Enhanced Deep Pyramid Network for Blurry Image Restoration Ruikang Xu Zeyu Xiao Jie Huang Yueyi Zhang Zhiwei Xiong 35 26 0 11 May 2021
Deep Image Destruction: Vulnerability of Deep Image-to-Image Models against Adversarial Attacks Jun-Ho Choi Huan Zhang Jun-Hyuk Kim Cho-Jui Hsieh Jong-Seok Lee VLM 27 7 0 30 Apr 2021
NTIRE 2021 Challenge on Image Deblurring Seungjun Nah Sanghyun Son Suyoung Lee Radu Timofte Kyoung Mu Lee SupR 26 82 0 30 Apr 2021
Clean Images are Hard to Reblur: Exploiting the Ill-Posed Inverse Task for Dynamic Scene Deblurring Seungjun Nah Sanghyun Son Jaerin Lee Kyoung Mu Lee 69 17 0 26 Apr 2021
Frequency Domain Loss Function for Deep Exposure Correction of Dark Images Ojasvi Yadav Koustav Ghosal Sebastian Lutz A. Smolic 39 7 0 22 Apr 2021
TWIST-GAN: Towards Wavelet Transform and Transferred GAN for Spatio-Temporal Single Image Super Resolution Fayaz Ali Dharejo F. Deeba Yuanchun Zhou Bhagwan Das M. A. Jatoi Muhammad Zawish Yi Du Yuanchun Zhou 23 37 0 20 Apr 2021
Restoration of Video Frames from a Single Blurred Image with Motion Understanding Dawit Mureja Argaw Jun-Sik Kim François Rameau Chaoning Zhang In So Kweon VGen 27 9 0 19 Apr 2021
Learning to Jointly Deblur, Demosaick and Denoise Raw Images Thomas Eboli Jian Sun Jean Ponce 11 0 0 13 Apr 2021
Dual-Octave Convolution for Accelerated Parallel MR Image Reconstruction Chun-Mei Feng Zhanyuan Yang Geng Chen Yong Xu Ling Shao 27 29 0 12 Apr 2021