Image Super-Resolution Using Deep Convolutional Networks

31 December 2014

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

36 / 636 papers shown

Title
A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image Reconstruction Jo Schlemper Jose Caballero Joseph V. Hajnal Anthony N. Price Daniel Rueckert 29 1,120 0 08 Apr 2017
Video Frame Interpolation via Adaptive Convolution Simon Niklaus Long Mai Feng Liu 39 497 0 22 Mar 2017
Convolutional Low-Resolution Fine-Grained Classification Dingding Cai Ke Chen Yanlin Qian Joni-Kristian Kämäräinen SupR 23 74 0 15 Mar 2017
A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation Chunpeng Wu W. Wen Tariq Afzal Yongmei Zhang Yiran Chen Hai Helen Li 24 46 0 12 Mar 2017
A Deep Cascade of Convolutional Neural Networks for MR Image Reconstruction Jo Schlemper Jose Caballero Joseph V. Hajnal Anthony N. Price Daniel Rueckert 21 348 0 01 Mar 2017
Context-Sensitive Super-Resolution for Fast Fetal Magnetic Resonance Imaging Jingyu Sun Benjamin Hou Konstantinos Kamnitsas Ozan Oktay A. Alansary M. Rutherford Joseph V. Hajnal Bernhard Kainz 13 46 0 28 Feb 2017
CT Image Denoising with Perceptive Deep Neural Networks Qingsong Yang Pingkun Yan M. Kalra Ge Wang MedIm OOD 29 59 0 22 Feb 2017
Pixel Recursive Super Resolution Ryan Dahl Mohammad Norouzi Jonathon Shlens SupR 31 251 0 02 Feb 2017
Low-Dose CT with a Residual Encoder-Decoder Convolutional Neural Network (RED-CNN) Hu Chen Yi Zhang M. Kalra Feng Lin Yang Chen Peixi Liao Jiliu Zhou Ge Wang MedIm 25 1,292 0 01 Feb 2017
On-Demand Learning for Deep Image Restoration Ruohan Gao Kristen Grauman 29 78 0 05 Dec 2016
Deep Joint Face Hallucination and Recognition Junyu Wu Shengyong Ding Wenyuan Xu Hongyang Chao CVBM SupR 28 25 0 24 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 49 659 0 16 Nov 2016
Normalizing the Normalizers: Comparing and Extending Network Normalization Schemes Mengye Ren Renjie Liao R. Urtasun Fabian H. Sinz R. Zemel 35 81 0 14 Nov 2016
Deep Convolutional Neural Network for Inverse Problems in Imaging Kyong Hwan Jin Michael T. McCann Emmanuel Froustey M. Unser 15 2,103 0 11 Nov 2016
Image Aesthetic Assessment: An Experimental Survey Yubin Deng Chen Change Loy Xiaoou Tang 26 261 0 04 Oct 2016
Super-resolving multiresolution images with band-independant geometry of multispectral pixels N. Brodu MDE 8 108 0 26 Sep 2016
Example-Based Image Synthesis via Randomized Patch-Matching Yi Ren Yaniv Romano Michael Elad 3DV 28 9 0 23 Sep 2016
UberNet: Training a `Universal' Convolutional Neural Network for Low-, Mid-, and High-Level Vision using Diverse Datasets and Limited Memory Iasonas Kokkinos SSeg SSL 24 669 0 07 Sep 2016
Accelerating the Super-Resolution Convolutional Neural Network Chao Dong Chen Change Loy Xiaoou Tang SupR 50 2,948 0 01 Aug 2016
Convolutional Neural Networks Analyzed via Convolutional Sparse Coding Vardan Papyan Yaniv Romano Michael Elad 59 284 0 27 Jul 2016
End-to-End Image Super-Resolution via Deep and Shallow Convolutional Networks Yifan Wang Lijun Wang Hongyu Wang P. Li SupR OOD 32 140 0 26 Jul 2016
Onsager-corrected deep learning for sparse linear inverse problems M. Borgerding Philip Schniter 13 92 0 20 Jul 2016
Deep Cascaded Bi-Network for Face Hallucination Shizhan Zhu Sifei Liu Chen Change Loy Xiaoou Tang SupR 23 228 0 18 Jul 2016
DeepBinaryMask: Learning a Binary Mask for Video Compressive Sensing Michael Iliadis L. Spinoulas Aggelos K. Katsaggelos 34 74 0 12 Jul 2016
Image Restoration Using Convolutional Auto-encoders with Symmetric Skip Connections Xiao-Jiao Mao Chunhua Shen Yubin Yang SupR 24 396 0 29 Jun 2016
Convolutional Sketch Inversion Yağmur Güçlütürk Umut Güçlü R. Lier Marcel van Gerven CVBM 18 65 0 09 Jun 2016
End-to-End Kernel Learning with Supervised Convolutional Kernel Networks Julien Mairal SSL 34 130 0 20 May 2016
Image Restoration Using Very Deep Convolutional Encoder-Decoder Networks with Symmetric Skip Connections Xiao-Jiao Mao Chunhua Shen Yubin Yang SupR 13 85 0 30 Mar 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 39 10,160 0 27 Mar 2016
Global-Local Face Upsampling Network Oncel Tuzel Yuichi Taguchi J. Hershey CVBM SupR 13 35 0 23 Mar 2016
Deep Fully-Connected Networks for Video Compressive Sensing Michael Iliadis L. Spinoulas Aggelos K. Katsaggelos 15 194 0 16 Mar 2016
DehazeNet: An End-to-End System for Single Image Haze Removal Bolun Cai Xiangmin Xu Kui Jia Chunmei Qing Dacheng Tao 117 2,401 0 28 Jan 2016
Face Hallucination using Linear Models of Coupled Sparse Support R. Farrugia C. Guillemot CVBM SupR 23 50 0 18 Dec 2015
Learning to Generate Images with Perceptual Similarity Metrics Jake C. Snell Karl Ridgeway Renjie Liao Brett D. Roads Michael C. Mozer R. Zemel EGVM 24 176 0 19 Nov 2015
Accurate Image Super-Resolution Using Very Deep Convolutional Networks Jiwon Kim Jung Kwon Lee Kyoung Mu Lee SupR 68 6,134 0 14 Nov 2015
Deeply-Recursive Convolutional Network for Image Super-Resolution Jiwon Kim Jung Kwon Lee Kyoung Mu Lee SupR 55 2,491 0 14 Nov 2015