Analysis and evaluation of Deep Learning based Super-Resolution algorithms to improve performance in Low-Resolution Face Recognition

19 January 2021

Papers citing "Analysis and evaluation of Deep Learning based Super-Resolution algorithms to improve performance in Low-Resolution Face Recognition"

32 / 32 papers shown

Title
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 275 30,109 0 01 Mar 2022
Progressive Face Super-Resolution via Attention to Facial Landmark Deok-Hun Kim Minseon Kim Gihyun Kwon Daeshik Kim SupR CVBM 51 137 0 22 Aug 2019
Exploring Factors for Improving Low Resolution Face Recognition O. A. Aghdam Behzad Bozorgtabar H. K. Ekenel Jean-Philippe Thiran CVBM 31 24 0 23 Jul 2019
Generative Adversarial Networks in Computer Vision: A Survey and Taxonomy Zhengwei Wang Qi She T. Ward MedIm EGVM 102 90 0 04 Jun 2019
Verification of Very Low-Resolution Faces Using An Identity-Preserving Deep Face Super-Resolution Network E. Cansizoglu Michael J. Jones Ziming Zhang Alan Sullivan CVBM SupR 30 13 0 26 Mar 2019
Meta-SR: A Magnification-Arbitrary Network for Super-Resolution Xuecai Hu Haoyuan Mu Xiangyu Zhang Zilei Wang Tieniu Tan Jian Sun SupR 76 405 0 03 Mar 2019
Deep Learning for Image Super-resolution: A Survey Zhihao Wang Jian Chen Guosheng Lin SupR 71 1,439 0 16 Feb 2019
GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction Baris Gecer Stylianos Ploumpis I. Kotsia Stefanos Zafeiriou 3DH CVBM 55 344 0 15 Feb 2019
An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution Rosanne Liu Joel Lehman Piero Molino F. Such Eric Frank Alexander Sergeev J. Yosinski 75 893 0 09 Jul 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 57 42 0 05 Jun 2018
On Low-Resolution Face Recognition in the Wild: Comparisons and New Techniques Pei Li Loreto Prieto Domingo Mery Patrick Flynn CVBM 68 151 0 29 May 2018
Deep Face Recognition: A Survey Mei Wang Weihong Deng NoLa 134 1,233 0 18 Apr 2018
Task-Driven Super Resolution: Object Detection in Low-resolution Images Muhammad Haris Gregory Shakhnarovich Norimichi Ukita 62 174 0 30 Mar 2018
DA-GAN: Instance-level Image Translation by Deep Attention Generative Adversarial Networks (with Supplementary Materials) Shuang Ma Jianlong Fu Chang Wen Chen Tao Mei GAN 57 154 0 18 Feb 2018
Generative Image Inpainting with Contextual Attention Jiahui Yu Zhe Lin Jimei Yang Xiaohui Shen Xin Lu Thomas S. Huang GAN DiffM 94 2,265 0 24 Jan 2018
FSRNet: End-to-End Learning Face Super-Resolution with Facial Priors Yu Chen Ying Tai Xiaoming Liu Chunhua Shen Jian Yang SupR 84 482 0 29 Nov 2017
VGGFace2: A dataset for recognising faces across pose and age Qiong Cao Li Shen Weidi Xie Omkar M. Parkhi Andrew Zisserman CVBM 95 2,630 0 23 Oct 2017
Semi-Supervised QA with Generative Domain-Adaptive Nets Zhilin Yang Junjie Hu Ruslan Salakhutdinov William W. Cohen OOD 70 152 0 07 Feb 2017
Synthesizing Normalized Faces from Facial Identity Features Forrester Cole David Belanger Dilip Krishnan Aaron Sarna Inbar Mosseri William T. Freeman 3DH CVBM 72 140 0 17 Jan 2017
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 319 5,234 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 10,693 0 15 Sep 2016
Accelerating the Super-Resolution Convolutional Neural Network Chao Dong Chen Change Loy Xiaoou Tang SupR 127 2,983 0 01 Aug 2016
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks Kaipeng Zhang Zhanpeng Zhang Zhifeng Li Yu Qiao CVBM 173 4,962 0 11 Apr 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 234 10,249 0 27 Mar 2016
Template Adaptation for Face Verification and Identification Nate Crosswhite J. Byrne Omkar M. Parkhi C. Stauffer Qiong Cao Andrew Zisserman CVBM 51 160 0 12 Mar 2016
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi 377 14,253 0 23 Feb 2016
Studying Very Low Resolution Recognition Using Deep Networks Zhangyang Wang Shiyu Chang Yingzhen Yang Ding Liu Thomas S. Huang 43 226 0 16 Jan 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 370 13,145 0 12 Mar 2015
Image Super-Resolution Using Deep Convolutional Networks Chao Dong Chen Change Loy Kaiming He Xiaoou Tang SupR 150 8,077 0 31 Dec 2014
Deep Learning Face Attributes in the Wild Ziwei Liu Ping Luo Xiaogang Wang Xiaoou Tang CVBM 244 8,408 0 28 Nov 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 465 43,658 0 17 Sep 2014