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
Image Super-Resolution via Deterministic-Stochastic Synthesis and Local Statistical Rectification Weifeng Ge Bingchen Gong Yizhou Yu SupR 16 14 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 K. Maier Christian Riess SupR 19 25 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 9 40 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 12 42 0 13 Sep 2018
Joint Sub-bands Learning with Clique Structures for Wavelet Domain Super-Resolution Zhisheng Zhong Tiancheng Shen Yibo Yang Zhouchen Lin Chao Zhang SupR 42 74 0 12 Sep 2018
Non-blind Image Restoration Based on Convolutional Neural Network Kazutaka Uchida Masayuki Tanaka Masatoshi Okutomi 17 16 0 11 Sep 2018
Deep MR Image Super-Resolution Using Structural Priors V. Cherukuri Tiantong Guo S. Schiff V. Monga MedIm SupR 12 7 0 10 Sep 2018
Self-Supervised Generation of Spatial Audio for 360 Video Pedro Morgado Nuno Vasconcelos Timothy R. Langlois Oliver Wang MDE 13 170 0 07 Sep 2018
Super-Resolution Perception for Industrial Sensor Data Jinjin Gu Haoyu Chen Guolong Liu Gaoqi Liang Xinlei Wang Junhua Zhao 18 3 0 06 Sep 2018
Image Manipulation with Perceptual Discriminators Diana Sungatullina Egor Zakharov Dmitry Ulyanov Victor Lempitsky GAN 12 22 0 05 Sep 2018
Optical Flow Super-Resolution Based on Image Guidence Using Convolutional Neural Network Liping Zhang Zongqing Lu Q. Liao SupR 14 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 17 436 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 11 3,671 0 01 Sep 2018
Fully Dense UNet for 2D Sparse Photoacoustic Tomography Artifact Removal Steven Guan Amir A. Khan S. Sikdar P. Chitnis 23 404 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 12 355 0 27 Aug 2018
Deeply Supervised Depth Map Super-Resolution as Novel View Synthesis Xibin Song Yuchao Dai Xueying Qin 3DV SupR 19 46 0 27 Aug 2018
Efficient Single Image Super Resolution using Enhanced Learned Group Convolutions V. Jain Prakhar Bansal A. Singh R. Srivastava SupR 11 4 0 26 Aug 2018
Improving Super-Resolution Methods via Incremental Residual Learning Muneeb Aadil Rafia Rahim S. Hussain SupR 11 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 19 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 10 888 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 11 174 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 11 23 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 6 144 0 02 Aug 2018
The Unreasonable Effectiveness of Texture Transfer for Single Image Super-resolution Muhammad Waleed Gondal Bernhard Schölkopf M. Hirsch SupR 15 48 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 9 351 0 30 Jul 2018
Multi-bin Trainable Linear Unit for Fast Image Restoration Networks Shuhang Gu Radu Timofte Luc Van Gool AI4CE SupR 11 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 8 74 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 14 190 0 27 Jul 2018
Reverse Attention for Salient Object Detection Shuhan Chen Xiuli Tan Benge Wang Xuelong Hu 21 556 0 26 Jul 2018
LAPRAN: A Scalable Laplacian Pyramid Reconstructive Adversarial Network for Flexible Compressive Sensing Reconstruction Kai Xu Zhikang Zhang Fengbo Ren GAN 13 54 0 24 Jul 2018
Decouple Learning for Parameterized Image Operators Qingnan Fan Dongdong Chen Lu Yuan G. Hua Nenghai Yu Baoquan Chen OOD 16 63 0 21 Jul 2018
Convolutional Neural Networks Analyzed via Inverse Problem Theory and Sparse Representations Cem Tarhan G. Akar SupR 25 2 0 20 Jul 2018
Perceptual Video Super Resolution with Enhanced Temporal Consistency Eduardo Pérez-Pellitero Mehdi S. M. Sajjadi M. Hirsch Bernhard Schölkopf SupR 17 25 0 20 Jul 2018
Learning Hybrid Sparsity Prior for Image Restoration: Where Deep Learning Meets Sparse Coding W. Dong Zhangxi Yan Guangming Shi Xin Li 25 3 0 18 Jul 2018
An Attention-Based Approach for Single Image Super Resolution Yuan Liu Yuancheng Wang Nan Li Xu Cheng Yifeng Zhang Yongming Huang Guojun Lu SupR 24 42 0 18 Jul 2018
Deep Imbalanced Attribute Classification using Visual Attention Aggregation N. Sarafianos Xiang Xu I. Kakadiaris 28 214 0 10 Jul 2018
Learning a Single Tucker Decomposition Network for Lossy Image Compression with Multiple Bits-Per-Pixel Rates Jianrui Cai Zisheng Cao Lei Zhang 9 36 0 10 Jul 2018
Image Super-Resolution Using Very Deep Residual Channel Attention Networks Yulun Zhang Kunpeng Li Kai Li Lichen Wang Bineng Zhong Y. Fu SupR 36 4,261 0 08 Jul 2018
Deep CNN Denoiser and Multi-layer Neighbor Component Embedding for Face Hallucination Junjun Jiang Yi Yu Jinhui Hu Suhua Tang Jiayi Ma CVBM SupR 13 50 0 28 Jun 2018
Convolutional Neural Networks to Enhance Coded Speech Ziyue Zhao Huijun Liu Tim Fingscheidt 14 64 0 25 Jun 2018
CT-image Super Resolution Using 3D Convolutional Neural Network Yukai Wang Qizhi Teng Xiaohai He Junxi Feng Tingrong Zhang SupR MedIm 8 95 0 24 Jun 2018
Can Deep Learning Relax Endomicroscopy Hardware Miniaturization Requirements? S. Izadi Kathleen P. Moriarty Ghassan Hamarneh 26 4 0 21 Jun 2018
Show, Attend and Translate: Unsupervised Image Translation with Self-Regularization and Attention Chao Yang Taehwan Kim Ruizhe Wang Hao Peng C.-C. Jay Kuo 15 51 0 16 Jun 2018
Generative Adversarial Networks and Perceptual Losses for Video Super-Resolution Alice Lucas Santiago López-Tapia Rafael Molina Aggelos K. Katsaggelos GAN SupR 36 173 0 14 Jun 2018
Non-Local Recurrent Network for Image Restoration Ding Liu B. Wen Yuchen Fan Chen Change Loy Thomas S. Huang SupR 137 628 0 07 Jun 2018
Super-Resolution using Convolutional Neural Networks without Any Checkerboard Artifacts Y. Sugawara Sayaka Shiota Hitoshi Kiya SupR 23 51 0 07 Jun 2018
Adaptive Importance Learning for Improving Lightweight Image Super-resolution Network Lei Zhang Peng Wang Chunhua Shen Lingqiao Liu Wei Wei Yanning Zhang Anton van den Hengel SupR 8 41 0 05 Jun 2018
Patch-Based Image Hallucination for Super Resolution with Detail Reconstruction from Similar Sample Images Chieh-Chi Kao Yuxiang Wang J. Waltman P. Sen SupR 14 6 0 03 Jun 2018
Light Field Denoising via Anisotropic Parallax Analysis in a CNN Framework Jie Chen Junhui Hou Lap-Pui Chau 4 47 0 31 May 2018
Face hallucination using cascaded super-resolution and identity priors Klemen Grm Simon Dobrišek Walter J. Scheirer Vitomir Štruc SupR 25 92 0 28 May 2018