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Deep Learning for Image Super-resolution: A Survey

16 February 2019

Papers citing "Deep Learning for Image Super-resolution: A Survey"

50 / 118 papers shown

Title
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations Peng Sun W. Zuo Lei Zhang SupR 108 912 0 17 Dec 2017
"Zero-Shot" Super-Resolution using Deep Internal Learning Assaf Shocher Nadav Cohen Michal Irani SupR 86 856 0 17 Dec 2017
Super-FAN: Integrated facial landmark localization and super-resolution of real-world low resolution faces in arbitrary poses with GANs Adrian Bulat Georgios Tzimiropoulos SupR 71 306 0 07 Dec 2017
Deep Image Prior Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky SupR 125 3,166 0 29 Nov 2017
FSRNet: End-to-End Learning Face Super-Resolution with Facial Priors Yu Chen Ying Tai Xiaoming Liu Chunhua Shen Jian Yang SupR 84 485 0 29 Nov 2017
V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation from a Single Depth Map Gyeongsik Moon Ju Yong Chang Kyoung Mu Lee 3DH 92 414 0 20 Nov 2017
xUnit: Learning a Spatial Activation Function for Efficient Image Restoration I. Kligvasser Tamar Rott Shaham T. Michaeli 57 58 0 17 Nov 2017
The Perception-Distortion Tradeoff Yochai Blau T. Michaeli SupR 126 816 0 16 Nov 2017
Progressive Growing of GANs for Improved Quality, Stability, and Variation Tero Karras Timo Aila S. Laine J. Lehtinen GAN 164 7,376 0 27 Oct 2017
Fast and Accurate Image Super-Resolution with Deep Laplacian Pyramid Networks Wei-Sheng Lai Jia-Bin Huang Narendra Ahuja Ming-Hsuan Yang SupR 75 770 0 04 Oct 2017
NIMA: Neural Image Assessment Hossein Talebi P. Milanfar 3DH 77 905 0 15 Sep 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 427 26,557 0 05 Sep 2017
Attention-Aware Face Hallucination via Deep Reinforcement Learning Qingxing Cao Liang Lin Yukai Shi Xiaodan Liang Guanbin Li SupR 55 195 0 10 Aug 2017
MemNet: A Persistent Memory Network for Image Restoration Ying Tai Jian Yang Xiaoming Liu Chunyan Xu SupR 111 1,543 0 07 Aug 2017
Learning to Hallucinate Face Images via Component Generation and Enhancement Yibing Song Jiawei Zhang Shengfeng He Linchao Bao Qingxiong Yang SupR 67 102 0 01 Aug 2017
Aerial Vehicle Tracking by Adaptive Fusion of Hyperspectral Likelihood Maps Burak Uzkent Aneesh Rangnekar M. J. Hoffman 43 83 0 12 Jul 2017
Enhanced Deep Residual Networks for Single Image Super-Resolution Bee Lim Sanghyun Son Heewon Kim Seungjun Nah Kyoung Mu Lee SupR 182 5,921 0 10 Jul 2017
ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices Xiangyu Zhang Xinyu Zhou Mengxiao Lin Jian Sun AI4TS 147 6,884 0 04 Jul 2017
Perceptual Generative Adversarial Networks for Small Object Detection Jianan Li Xiaodan Liang Yunchao Wei Tingfa Xu Jiashi Feng Shuicheng Yan ObjD 71 726 0 16 Jun 2017
Boosting the accuracy of multi-spectral image pan-sharpening by learning a deep residual network Yancong Wei Qiangqiang Yuan Huanfeng Shen Liangpei Zhang 95 376 0 22 May 2017
Simultaneous Super-Resolution and Cross-Modality Synthesis of 3D Medical Images using Weakly-Supervised Joint Convolutional Sparse Coding Yawen Huang Ling Shao Alejandro F. Frangi SupR MedIm 54 184 0 07 May 2017
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 1.2K 20,892 0 17 Apr 2017
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution Wei-Sheng Lai Jia-Bin Huang Narendra Ahuja Ming-Hsuan Yang SupR 127 2,445 0 12 Apr 2017
Learning Deep CNN Denoiser Prior for Image Restoration Peng Sun W. Zuo Shuhang Gu Lei Zhang SupR 152 1,847 0 11 Apr 2017
Detail-revealing Deep Video Super-resolution Xin Tao Hongyun Gao Renjie Liao Jue Wang Jiaya Jia SupR 76 505 0 10 Apr 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 227 9,560 0 31 Mar 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 125 5,553 0 30 Mar 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 360 27,244 0 20 Mar 2017
Convolutional Low-Resolution Fine-Grained Classification Dingding Cai Ke Chen Yanlin Qian Joni-Kristian Kämäräinen SupR 49 74 0 15 Mar 2017
Pixel Recursive Super Resolution Ryan Dahl Mohammad Norouzi Jonathon Shlens SupR 121 252 0 02 Feb 2017
EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis Mehdi S. M. Sajjadi Bernhard Schölkopf M. Hirsch SupR 73 972 0 23 Dec 2016
Learning a No-Reference Quality Metric for Single-Image Super-Resolution Chao Ma Chih-Yuan Yang Xiaokang Yang Ming-Hsuan Yang SupR 45 514 0 18 Dec 2016
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 665 12,033 0 04 Dec 2016
Beyond Deep Residual Learning for Image Restoration: Persistent Homology-Guided Manifold Simplification Woong Bae J. Yoo J. C. Ye SupR 84 181 0 19 Nov 2016
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 522 10,347 0 16 Nov 2016
Real-Time Video Super-Resolution with Spatio-Temporal Networks and Motion Compensation Jose Caballero C. Ledig Andrew P. Aitken Alejandro Acosta J. Totz Zehan Wang Wenzhe Shi SupR 94 665 0 16 Nov 2016
Least Squares Generative Adversarial Networks Xudong Mao Qing Li Haoran Xie Raymond Y. K. Lau Zhen Wang Stephen Paul Smolley GAN 333 4,577 0 13 Nov 2016
Amortised MAP Inference for Image Super-resolution C. Sønderby Jose Caballero Lucas Theis Wenzhe Shi Ferenc Huszár 97 435 0 14 Oct 2016
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 1.4K 14,608 0 07 Oct 2016
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 335 5,238 0 16 Sep 2016
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network C. Ledig Lucas Theis Ferenc Huszár Jose Caballero Andrew Cunningham ... Andrew P. Aitken Alykhan Tejani J. Totz Zehan Wang Wenzhe Shi GAN 242 10,712 0 15 Sep 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 786 36,881 0 25 Aug 2016
Accelerating the Super-Resolution Convolutional Neural Network Chao Dong Chen Change Loy Xiaoou Tang SupR 135 2,987 0 01 Aug 2016
ATGV-Net: Accurate Depth Super-Resolution Gernot Riegler M. Rüther Horst Bischof MDE SupR 67 151 0 27 Jul 2016
Deep Cascaded Bi-Network for Face Hallucination Shizhan Zhu Sifei Liu Chen Change Loy Xiaoou Tang SupR 63 229 0 18 Jul 2016
Deep Depth Super-Resolution : Learning Depth Super-Resolution using Deep Convolutional Neural Network Xibin Song Yuchao Dai Xueying Qin SupR MDE 55 87 0 07 Jul 2016
Conditional Image Generation with PixelCNN Decoders Aaron van den Oord Nal Kalchbrenner Oriol Vinyals L. Espeholt Alex Graves Koray Kavukcuoglu VLM 214 2,517 0 16 Jun 2016
FAST: A Framework to Accelerate Super-Resolution Processing on Compressed Videos Zhengdong Zhang Vivienne Sze SupR 36 39 0 29 Mar 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 248 10,264 0 27 Mar 2016
Generating Images with Perceptual Similarity Metrics based on Deep Networks Alexey Dosovitskiy Thomas Brox DRL GAN 100 1,141 0 08 Feb 2016