Deep Learning for Single Image Super-Resolution: A Brief Review

9 August 2018

Papers citing "Deep Learning for Single Image Super-Resolution: A Brief Review"

20 / 70 papers shown

Title
MDCN: Multi-scale Dense Cross Network for Image Super-Resolution Juncheng Li Faming Fang Jiaqian Li Kangfu Mei Guixu Zhang SupR 22 83 0 30 Aug 2020
Video Super Resolution Based on Deep Learning: A Comprehensive Survey Hongying Liu Zhubo Ruan Peng Zhao Chao Dong Fanhua Shang Yuanyuan Liu Linlin Yang Radu Timofte SupR 31 168 0 25 Jul 2020
Video Super-resolution with Temporal Group Attention Takashi Isobe Songjiang Li Xu Jia Shanxin Yuan Greg Slabaugh Chunjing Xu Yali Li Shengjin Wang Qi Tian SupR 27 168 0 21 Jul 2020
Statistical Downscaling of Temperature Distributions from the Synoptic Scale to the Mesoscale Using Deep Convolutional Neural Networks T. Sekiyama AI4Cl 16 8 0 20 Jul 2020
Lightweight image super-resolution with enhanced CNN Chunwei Tian Ruibin Zhuge Zhihao Wu Yong-mei Xu W. Zuo Chong Chen Chia-Wen Lin SupR 27 134 0 08 Jul 2020
HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment Lingbo Yang Chang-rui Liu Pan Wang Shanshe Wang Peiran Ren Siwei Ma Wen Gao CVBM 43 124 0 11 May 2020
Learned Multi-View Texture Super-Resolution Audrey Richard Ian Cherabier Martin R. Oswald Vagia Tsiminaki Marc Pollefeys Konrad Schindler SupR 21 16 0 14 Jan 2020
Spatial-Angular Interaction for Light Field Image Super-Resolution Yingqian Wang Longguang Wang Jungang Yang W. An Jingyi Yu Yulan Guo 21 151 0 17 Dec 2019
Component Attention Guided Face Super-Resolution Network: CAGFace Ratheesh Kalarot Tao Li Fatih Porikli CVBM SupR 15 36 0 19 Oct 2019
Underwater Image Super-Resolution using Deep Residual Multipliers M. Islam Sadman Sakib Enan Peigen Luo Junaed Sattar 26 66 0 20 Sep 2019
LCSCNet: Linear Compressing Based Skip-Connecting Network for Image Super-Resolution Wenming Yang Xuechen Zhang Yapeng Tian Wei Wang Jing-Hao Xue Q. Liao 26 16 0 09 Sep 2019
DirectPET: Full Size Neural Network PET Reconstruction from Sinogram Data W. Whiteley W. K. Luk J. Gregor 3DV AI4TS 29 54 0 19 Aug 2019
Image Super Resolution via Bilinear Pooling: Application to Confocal Endomicroscopy S. Izadi D. Sutton Ghassan Hamarneh SupR 27 1 0 18 Jun 2019
Single MR Image Super-Resolution via Channel Splitting and Serial Fusion Network Xiaole Zhao Huali Zhang Hangfei Liu Yun Qin Zhang Tao Xueming Zou SupR 25 24 0 19 Jan 2019
TDAN: Temporally Deformable Alignment Network for Video Super-Resolution Yapeng Tian Yulun Zhang Y. Fu Chenliang Xu SupR 31 520 0 07 Dec 2018
Privacy-Preserving Action Recognition for Smart Hospitals using Low-Resolution Depth Images Edward Chou Matthew Tan Cherry Zou Michelle Guo Albert Haque A. Milstein Li Fei-Fei PICV 23 44 0 25 Nov 2018
The 2018 PIRM Challenge on Perceptual Image Super-resolution Yochai Blau Roey Mechrez Radu Timofte T. Michaeli Lihi Zelnik-Manor SupR 30 457 0 20 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 19 40 0 13 Sep 2018
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 198 5,176 0 16 Sep 2016
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 263 2,550 0 25 Jan 2016