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Accurate Image Super-Resolution Using Very Deep Convolutional Networks

14 November 2015

Kyoung Mu Lee

Papers citing "Accurate Image Super-Resolution Using Very Deep Convolutional Networks"

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Title
Effects of Image Degradations to CNN-based Image Classification Yanting Pei Yaping Huang Qi Zou Hao Zang Xingyuan Zhang Song Wang 113 22 0 12 Oct 2018
Image Super-Resolution Using VDSR-ResNeXt and SRCGAN Saifuddin Hitawala Yao Li Xian Wang Dongyang Yang GAN 69 21 0 10 Oct 2018
Learning Converged Propagations with Deep Prior Ensemble for Image Enhancement Risheng Liu Long Ma Yiyang Wang Lei Zhang 122 75 0 09 Oct 2018
Algorithmic Aspects of Inverse Problems Using Generative Models Chinmay Hegde GAN 142 21 0 08 Oct 2018
Triple Attention Mixed Link Network for Single Image Super Resolution Xi Cheng Xiang Li Jian Yang SupR 86 10 0 08 Oct 2018
Finding Correspondences for Optical Flow and Disparity Estimations using a Sub-pixel Convolution-based Encoder-Decoder Network Juan Luis Gonzalez M. Sarmad H. J. Lee Munchurl Kim 79 1 0 07 Oct 2018
Generic Model-Agnostic Convolutional Neural Network for Single Image Dehazing Zheng Liu Botao Xiao Muhammad Alrabeiah Keyan Wang Jun Chen 72 20 0 05 Oct 2018
An Effective Single-Image Super-Resolution Model Using Squeeze-and-Excitation Networks Kangfu Mei Aiwen Jiang Juncheng Li Jihua Ye Mingwen Wang SupR 89 16 0 03 Oct 2018
Weighted Sigmoid Gate Unit for an Activation Function of Deep Neural Network Masayuki Tanaka 153 59 0 03 Oct 2018
Towards WARSHIP: Combining Components of Brain-Inspired Computing of RSH for Image Super Resolution Wendi Xu Ming Zhang 108 1 0 03 Oct 2018
AI Benchmark: Running Deep Neural Networks on Android Smartphones Andrey D. Ignatov Radu Timofte William Chou Ke Wang Max Wu Tim Hartley Luc Van Gool ELM 179 347 0 02 Oct 2018
Channel-wise and Spatial Feature Modulation Network for Single Image Super-Resolution Yanting Hu Jie Li Yuanfei Huang Xinbo Gao SupR 116 279 0 28 Sep 2018
A Simple Framework to Leverage State-Of-The-Art Single-Image Super-Resolution Methods to Restore Light FieldsSignal processing. Image communication (SPIC), 2018 R. Farrugia C. Guillemot 81 9 0 27 Sep 2018
Multigrid Backprojection Super-Resolution and Deep Filter VisualizationAAAI Conference on Artificial Intelligence (AAAI), 2018 Pablo Navarrete Michelini Hanwen Liu Dan Zhu SupR 168 21 0 25 Sep 2018
Learning for Video Super-Resolution through HR Optical Flow Estimation Longguang Wang Yulan Guo Zaiping Lin Xinpu Deng W. An SupR 158 105 0 23 Sep 2018
Image Denoising and Super-Resolution using Residual Learning of Deep Convolutional Network Rohit Pardasani Utkarsh Shreemali SupR 75 3 0 21 Sep 2018
The 2018 PIRM Challenge on Perceptual Image Super-resolution Yochai Blau Roey Mechrez Radu Timofte T. Michaeli Lihi Zelnik-Manor SupR 247 510 0 20 Sep 2018
Dual Reconstruction Nets for Image Super-Resolution with Gradient Sensitive Loss Yong Guo Qi Chen Jian Chen Junzhou Huang Yanwu Xu Jingyun Liang P. Zhao Zhuliang Yu SupR 84 17 0 19 Sep 2018
Image Super-Resolution via Deterministic-Stochastic Synthesis and Local Statistical Rectification Weifeng Ge Bingchen Gong Yizhou Yu SupR 94 15 0 18 Sep 2018
Toward Bridging the Simulated-to-Real Gap: Benchmarking Super-Resolution on Real Data Thomas Köhler M. Bätz Farzad Naderi Andre Kaup Andreas Maier Christian Riess SupR 130 24 0 17 Sep 2018
Deep Learning-based Image Super-Resolution Considering Quantitative and Perceptual Quality Jun-Ho Choi Jun-Hyuk Kim Manri Cheon Jong-Seok Lee SupR 95 41 0 13 Sep 2018
Generative adversarial network-based image super-resolution using perceptual content losses Manri Cheon Jun-Hyuk Kim Jun-Ho Choi Jong-Seok Lee SupR 135 44 0 13 Sep 2018
Joint Sub-bands Learning with Clique Structures for Wavelet Domain Super-Resolution Zhisheng Zhong Tiancheng Shen Jianlong Wu Zhouchen Lin Chao Zhang SupR 188 82 0 12 Sep 2018
Non-blind Image Restoration Based on Convolutional Neural Network Kazutaka Uchida Masayuki Tanaka Masatoshi Okutomi 99 17 0 11 Sep 2018
Deep MR Image Super-Resolution Using Structural Priors V. Cherukuri Tiantong Guo S. Schiff V. Monga MedIm SupR 128 7 0 10 Sep 2018
Self-Supervised Generation of Spatial Audio for 360 Video Pedro Morgado Nuno Vasconcelos Timothy R. Langlois Oliver Wang MDE 114 191 0 07 Sep 2018
Super-Resolution Perception for Industrial Sensor Data Jinjin Gu Haoyu Chen Guolong Liu Gaoqi Liang Xinlei Wang Junhua Zhao 85 4 0 06 Sep 2018
Image Manipulation with Perceptual Discriminators Diana Sungatullina Egor Zakharov Dmitry Ulyanov Victor Lempitsky GAN 169 22 0 05 Sep 2018
Optical Flow Super-Resolution Based on Image Guidence Using Convolutional Neural Network Liping Zhang Zongqing Lu Q. Liao SupR 77 1 0 03 Sep 2018
Unsupervised Image Super-Resolution using Cycle-in-Cycle Generative Adversarial Networks Yuan. Yuan Siyuan Liu Jiawei Zhang Yongbing Zhang Chao Dong Liang Lin SupR 164 481 0 03 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 545 4,281 0 01 Sep 2018
Fully Dense UNet for 2D Sparse Photoacoustic Tomography Artifact Removal Steven Guan Amir A. Khan S. Sikdar P. Chitnis 248 459 0 31 Aug 2018
Wide Activation for Efficient and Accurate Image Super-Resolution Jiahui Yu Yuchen Fan Jianchao Yang N. Xu Zhaowen Wang Xinchao Wang Thomas Huang SupR 108 375 0 27 Aug 2018
Deeply Supervised Depth Map Super-Resolution as Novel View Synthesis Xibin Song Yuchao Dai Xueying Qin 3DV SupR 122 47 0 27 Aug 2018
Efficient Single Image Super Resolution using Enhanced Learned Group Convolutions V. Jain Prakhar Bansal A. Singh R. Srivastava SupR 78 4 0 26 Aug 2018
Improving Super-Resolution Methods via Incremental Residual Learning Muneeb Aadil Rafia Rahim S. Hussain SupR 88 2 0 21 Aug 2018
Learning Discriminative 3D Shape Representations by View Discerning Networks B. Leng Cheng Zhang Xiaochen Zhou Cheng Xu Kai Xu 3DV 3DPC 180 20 0 11 Aug 2018
Deep Learning for Single Image Super-Resolution: A Brief Review Wenming Yang Xuechen Zhang Yapeng Tian Wei Wang Jing-Hao Xue 190 994 0 09 Aug 2018
Detection and Segmentation of Manufacturing Defects with Convolutional Neural Networks and Transfer Learning M. Ferguson Ak Ronay Y. T. Lee K. Law 74 201 0 07 Aug 2018
Deep Learning Super-Resolution Enables Rapid Simultaneous Morphological and Quantitative Magnetic Resonance Imaging Akshay S. Chaudhari Zhongnan Fang Jin Hyung Lee G. Gold B. Hargreaves SupR 69 25 0 07 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 153 168 0 02 Aug 2018
The Unreasonable Effectiveness of Texture Transfer for Single Image Super-resolution Muhammad Waleed Gondal Bernhard Schölkopf M. Hirsch SupR 180 50 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 129 382 0 30 Jul 2018
Multi-bin Trainable Linear Unit for Fast Image Restoration Networks Shuhang Gu Radu Timofte Luc Van Gool AI4CE SupR 118 6 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 120 82 0 27 Jul 2018
CrossNet: An End-to-end Reference-based Super Resolution Network using Cross-scale Warping Haitian Zheng Mengqi Ji Haoqian Wang Yebin Liu Lu Fang SupR 110 219 0 27 Jul 2018
Reverse Attention for Salient Object Detection Shuhan Chen Xiuli Tan Benge Wang Xuelong Hu 213 612 0 26 Jul 2018
LAPRAN: A Scalable Laplacian Pyramid Reconstructive Adversarial Network for Flexible Compressive Sensing Reconstruction Kai Xu Zhikang Zhang Fengbo Ren GAN 178 56 0 24 Jul 2018
Decouple Learning for Parameterized Image OperatorsEuropean Conference on Computer Vision (ECCV), 2018 Qingnan Fan Dongdong Chen Lu Yuan G. Hua Nenghai Yu Baoquan Chen OOD 141 65 0 21 Jul 2018
Convolutional Neural Networks Analyzed via Inverse Problem Theory and Sparse RepresentationsIET Signal Processing (IET Signal Process), 2018 Cem Tarhan G. Akar SupR 109 2 0 20 Jul 2018