Image Super-Resolution Using Deep Convolutional Networks

31 December 2014

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

50 / 627 papers shown

Title
Deep Back-Projection Networks For Super-Resolution Muhammad Haris Gregory Shakhnarovich Norimichi Ukita SupR 32 1,318 0 07 Mar 2018
Frank-Wolfe Network: An Interpretable Deep Structure for Non-Sparse Coding Dong Liu Ke Sun Zhangyang Wang Runsheng Liu Zhengjun Zha 24 12 0 28 Feb 2018
IM2HEIGHT: Height Estimation from Single Monocular Imagery via Fully Residual Convolutional-Deconvolutional Network Lichao Mou Xiaoxiang Zhu MDE 25 115 0 28 Feb 2018
Single Image Super-Resolution via Cascaded Multi-Scale Cross Network Yanting Hu Xinbo Gao Jie Li Yuanfei Huang Hanzi Wang SupR 27 52 0 24 Feb 2018
Solving Linear Inverse Problems Using GAN Priors: An Algorithm with Provable Guarantees Viraj Shah C. Hegde GAN 18 161 0 23 Feb 2018
SESR: Single Image Super Resolution with Recursive Squeeze and Excitation Networks Xi Cheng Xiang Li Ying Tai Jian Yang 26 57 0 31 Jan 2018
Accurate Weakly Supervised Deep Lesion Segmentation on CT Scans: Self-Paced 3D Mask Generation from RECIST Jinzheng Cai Youbao Tang Le Lu Adam P. Harrison Ke Yan Jing Xiao Lin Yang Ronald M. Summers MedIm 41 13 0 25 Jan 2018
Light Field Super-Resolution using a Low-Rank Prior and Deep Convolutional Neural Networks R. Farrugia C. Guillemot SupR 29 47 0 12 Jan 2018
A Multi-Scale and Multi-Depth Convolutional Neural Network for Remote Sensing Imagery Pan-Sharpening Qiangqiang Yuan Yancong Wei Xiangchao Meng Huanfeng Shen Liangpei Zhang 19 463 0 28 Dec 2017
On the Diversity of Realistic Image Synthesis Zichen Yang Haifeng Liu Deng Cai 27 6 0 20 Dec 2017
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations Kaicheng Zhang W. Zuo Lei Zhang SupR 44 903 0 17 Dec 2017
Deep Burst Denoising Clément Godard Kevin Blackburn-Matzen M. Uyttendaele 26 124 0 15 Dec 2017
A Frequency Domain Neural Network for Fast Image Super-resolution Junxuan Li Shaodi You A. Robles-Kelly SupR 28 34 0 08 Dec 2017
Learned Perceptual Image Enhancement Hossein Talebi Esfandarani P. Milanfar 16 80 0 07 Dec 2017
InverseNet: Solving Inverse Problems with Splitting Networks Kai Fan Qinglai Wei Wenlin Wang Amit Chakraborty Katherine A. Heller 27 8 0 01 Dec 2017
Training Convolutional Neural Networks with Limited Training Data for Ear Recognition in the Wild Žiga Emeršič Dejan Štepec Vitomir Štruc Peter Peer CVBM 37 84 0 27 Nov 2017
Discriminative Region Proposal Adversarial Networks for High-Quality Image-to-Image Translation Chao Wang Haiyong Zheng Zhibin Yu Ziqiang Zheng Zhaorui Gu Bing Zheng SSeg GAN 32 56 0 27 Nov 2017
Deep Video Generation, Prediction and Completion of Human Action Sequences Haoye Cai Chunyan Bai Yu-Wing Tai Chi-Keung Tang VGen 29 143 0 23 Nov 2017
Fully Convolutional Measurement Network for Compressive Sensing Image Reconstruction Jiang Du Xuemei Xie Chenye Wang Guangming Shi Xun Xu Yuxiang Wang 32 61 0 21 Nov 2017
xUnit: Learning a Spatial Activation Function for Efficient Image Restoration I. Kligvasser Tamar Rott Shaham T. Michaeli 18 58 0 17 Nov 2017
ZipNet-GAN: Inferring Fine-grained Mobile Traffic Patterns via a Generative Adversarial Neural Network Chaoyun Zhang Xi Ouyang P. Patras 35 68 0 07 Nov 2017
$Accelerating GMM-based patch priors for image restoration: Three ingredients for a 100$\times$ speed-up$ Accelerating GMM-based patch priors for image restoration: Three ingredients for a 100 $\times$ speed-up Shibin Parameswaran Charles-Alban Deledalle L. Denis Truong Thao Nguyen 37 27 0 23 Oct 2017
Iterative PET Image Reconstruction Using Convolutional Neural Network Representation Kuang Gong Jiahui Guan Kyungsang Kim Xuezhu Zhang G. El Fakhri J. Qi Quanzheng Li MedIm 24 221 0 09 Oct 2017
Content-Adaptive Sketch Portrait Generation by Decompositional Representation Learning Dongyu Zhang Liang Lin Tianshui Chen X. Wu Wenwei Tan E. Izquierdo 3DV 19 47 0 04 Oct 2017
Multimodal Image Super-resolution via Joint Sparse Representations induced by Coupled Dictionaries P. Song Xin Deng João F. C. Mota Nikos Deligiannis Pier Luigi Dragotti M. Rodrigues SupR 23 69 0 25 Sep 2017
CISRDCNN: Super-resolution of compressed images using deep convolutional neural networks Honggang Chen Xiaohai He Chao Ren L. Qing Qizhi Teng SupR 28 37 0 19 Sep 2017
Simultaneously Color-Depth Super-Resolution with Conditional Generative Adversarial Network Lijun Zhao H. Bai Jie Liang Bing Zeng Anhong Wang Yao-Min Zhao GAN 23 23 0 30 Aug 2017
Sparsity Invariant CNNs J. Uhrig N. Schneider Lukas Schneider Uwe Franke Thomas Brox Andreas Geiger 54 823 0 22 Aug 2017
Convolutional Neural Networks for Non-iterative Reconstruction of Compressively Sensed Images Suhas Lohit K. Kulkarni Ronan Kerviche P. Turaga A. Ashok 9 114 0 15 Aug 2017
MemNet: A Persistent Memory Network for Image Restoration Ying Tai Jian Yang Xiaoming Liu Chunyan Xu SupR 43 1,534 0 07 Aug 2017
Low Dose CT Image Denoising Using a Generative Adversarial Network with Wasserstein Distance and Perceptual Loss Qingsong Yang Pingkun Yan Yanbo Zhang Hengyong Yu Yongyi Shi X. Mou M. Kalra Ge Wang GAN MedIm 32 1,188 0 03 Aug 2017
Audio Super Resolution using Neural Networks Volodymyr Kuleshov S. Enam Stefano Ermon SupR 26 126 0 02 Aug 2017
An Iterative BP-CNN Architecture for Channel Decoding Fei Liang Cong Shen Feng Wu 26 236 0 18 Jul 2017
Aesthetic-Driven Image Enhancement by Adversarial Learning Yubin Deng Chen Change Loy Xiaoou Tang GAN 20 121 0 17 Jul 2017
Adversarial Inverse Graphics Networks: Learning 2D-to-3D Lifting and Image-to-Image Translation from Unpaired Supervision H. Tung Adam W. Harley William Seto Katerina Fragkiadaki GAN 27 156 0 31 May 2017
Deep De-Aliasing for Fast Compressive Sensing MRI Simiao Yu Hao Dong Guang Yang Greg Slabaugh Pier Luigi Dragotti ... Fangde Liu Simon Arridge J. Keegan D. Firmin Yike Guo MedIm OOD 29 58 0 19 May 2017
ADMM-Net: A Deep Learning Approach for Compressive Sensing MRI Yan Yang Jian Sun Huibin Li Zongben Xu MedIm 24 126 0 19 May 2017
Single Image Super-Resolution Using Multi-Scale Convolutional Neural Network Xiaoyi Jia Xiangmin Xu Bolun Cai K. Guo SupR 30 15 0 15 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 11 182 0 07 May 2017
Hyperspectral Image Classification with Markov Random Fields and a Convolutional Neural Network Xiangyong Cao Feng Zhou Lin Xu Deyu Meng Zongben Xu J. Paisley 21 249 0 01 May 2017
Learning Deep CNN Denoiser Prior for Image Restoration Kaicheng Zhang W. Zuo Shuhang Gu Lei Zhang SupR 53 1,831 0 11 Apr 2017
A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image Reconstruction Jo Schlemper Jose Caballero Joseph V. Hajnal Anthony N. Price Daniel Rueckert 26 1,120 0 08 Apr 2017
Video Frame Interpolation via Adaptive Convolution Simon Niklaus Long Mai Feng Liu 34 497 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 18 348 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 10 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 29 251 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