Deep Learning For Face Recognition: A Critical Analysis

12 July 2019

Papers citing "Deep Learning For Face Recognition: A Critical Analysis"

50 / 58 papers shown

Title
Face Alignment in Full Pose Range: A 3D Total Solution Xiangyu Zhu Xiaoming Liu Zhen Lei Stan Z. Li CVBM 3DV 87 767 0 02 Apr 2018
CosFace: Large Margin Cosine Loss for Deep Face Recognition Haobo Wang Yitong Wang Zheng Zhou Xing Ji Dihong Gong Jin Zhou Zhifeng Li Wei Liu CVBM MQ 133 2,510 0 29 Jan 2018
Additive Margin Softmax for Face Verification Feng Wang Weiyang Liu Haijun Liu Jian Cheng CVBM 97 1,274 0 17 Jan 2018
Face Attention Network: An Effective Face Detector for the Occluded Faces Jianfeng Wang Ye Yuan Gang Yu CVBM 62 153 0 20 Nov 2017
VGGFace2: A dataset for recognising faces across pose and age Qiong Cao Li Shen Weidi Xie Omkar M. Parkhi Andrew Zisserman CVBM 100 2,635 0 23 Oct 2017
S $^3$ FD: Single Shot Scale-invariant Face Detector Shifeng Zhang Xiangyu Zhu Zhen Lei Hailin Shi Xiaobo Wang Stan Z. Li CVBM 74 609 0 17 Aug 2017
SSH: Single Stage Headless Face Detector Mahyar Najibi Pouya Samangouei Rama Chellappa L. Davis CVBM PICV 85 422 0 14 Aug 2017
Face Detection through Scale-Friendly Deep Convolutional Networks Shuo Yang Yuanjun Xiong Chen Change Loy Xiaoou Tang CVBM 47 121 0 09 Jun 2017
SCNN: An Accelerator for Compressed-sparse Convolutional Neural Networks A. Parashar Minsoo Rhu Anurag Mukkara A. Puglielli Rangharajan Venkatesan Brucek Khailany J. Emer S. Keckler W. Dally 78 1,130 0 23 May 2017
The Do's and Don'ts for CNN-based Face Verification Ankan Bansal Carlos D. Castillo Rajeev Ranjan Rama Chellappa CVBM 62 97 0 21 May 2017
Level Playing Field for Million Scale Face Recognition A. Nech Ira Kemelmacher-Shlizerman CVBM 75 192 0 01 May 2017
SphereFace: Deep Hypersphere Embedding for Face Recognition Weiyang Liu Yandong Wen Zhiding Yu Ming Li Bhiksha Raj Le Song CVBM 234 2,804 0 26 Apr 2017
GoDP: Globally optimized dual pathway system for facial landmark localization in-the-wild Yuhang Wu S. Shah I. Kakadiaris CVBM 56 19 0 07 Apr 2017
L2-constrained Softmax Loss for Discriminative Face Verification Rajeev Ranjan Carlos D. Castillo Rama Chellappa CVBM 98 454 0 28 Mar 2017
KEPLER: Keypoint and Pose Estimation of Unconstrained Faces by Learning Efficient H-CNN Regressors Amit Kumar A. Alavi Rama Chellappa 3DV 3DPC CVBM 57 128 0 16 Feb 2017
Face Detection using Deep Learning: An Improved Faster RCNN Approach Xudong Sun Pengcheng Wu Guosheng Lin FedML CVBM 65 608 0 28 Jan 2017
Finding Tiny Faces Peiyun Hu Deva Ramanan CVBM ObjD 67 743 0 13 Dec 2016
Range Loss for Deep Face Recognition with Long-tail Xiao Zhang Zhiyuan Fang Yandong Wen Zhifeng Li Yu Qiao CVBM 310 451 0 28 Nov 2016
UMDFaces: An Annotated Face Dataset for Training Deep Networks Ankan Bansal Anirudh Nanduri Carlos D. Castillo Rajeev Ranjan Rama Chellappa CVBM 3DH 87 215 0 04 Nov 2016
An All-In-One Convolutional Neural Network for Face Analysis Rajeev Ranjan S. Sankaranarayanan Carlos D. Castillo Rama Chellappa CVBM 186 428 0 03 Nov 2016
Funnel-Structured Cascade for Multi-View Face Detection with Alignment-Awareness Shuzhe Wu Meina Kan Zhenliang He Shiguang Shan Xilin Chen CVBM 59 109 0 23 Sep 2016
A Recurrent Encoder-Decoder Network for Sequential Face Alignment Xi Peng Rogerio Feris Xiaoyu Wang Dimitris N. Metaxas CVBM 210 141 0 19 Aug 2016
MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition Yandong Guo Lei Zhang Yuxiao Hu Xiaodong He Jianfeng Gao CVBM 166 1,962 0 27 Jul 2016
Supervised Transformer Network for Efficient Face Detection Dong Chen G. Hua Fang Wen Jian Sun ViT CVBM 66 168 0 19 Jul 2016
Trunk-Branch Ensemble Convolutional Neural Networks for Video-based Face Recognition Changxing Ding Dacheng Tao CVBM 99 390 0 19 Jul 2016
Face Detection with the Faster R-CNN Huaizu Jiang Erik Learned-Miller CVBM ObjD 66 672 0 10 Jun 2016
Face Detection with End-to-End Integration of a ConvNet and a 3D Model Yunzhu Li Benyuan Sun Tianfu Wu Yizhou Wang CVBM 3DH 87 129 0 02 Jun 2016
Laplacian Pyramid Reconstruction and Refinement for Semantic Segmentation Golnaz Ghiasi Charless C. Fowlkes SSeg 58 49 0 08 May 2016
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks Kaipeng Zhang Zhanpeng Zhang Zhifeng Li Yu Qiao CVBM 178 4,974 0 11 Apr 2016
Face Recognition Using Deep Multi-Pose Representations Wael Abd-Almageed Yue Wu Stephen Rawls Shai Harel Tal Hassner ... J. Leksut Jungyeon Kim Premkumar Natarajan Ram Nevatia Gérard Medioni CVBM 74 149 0 23 Mar 2016
Do We Really Need to Collect Millions of Faces for Effective Face Recognition? I. Masi A. Tran J. Leksut Tal Hassner Gérard Medioni CVBM 82 365 0 23 Mar 2016
Stacked Hourglass Networks for Human Pose Estimation Alejandro Newell Kaiyu Yang Jia Deng 3DH 119 5,037 0 22 Mar 2016
HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition Rajeev Ranjan Vishal M. Patel Rama Chellappa CVBM 3DH 101 1,225 0 03 Mar 2016
Face Alignment by Local Deep Descriptor Regression Amit Kumar Rajeev Ranjan Vishal M. Patel Rama Chellappa 3DV CVBM 50 31 0 29 Jan 2016
Recent Advances in Convolutional Neural Networks Jiuxiang Gu Zhenhua Wang Jason Kuen Lianyang Ma Amir Shahroudy ... Xingxing Wang Li Wang Gang Wang Jianfei Cai Tsuhan Chen 223 5,222 0 22 Dec 2015
The MegaFace Benchmark: 1 Million Faces for Recognition at Scale Ira Kemelmacher-Shlizerman S. M. Seitz Daniel Miller Evan Brossard CVBM 85 862 0 02 Dec 2015
WIDER FACE: A Face Detection Benchmark Shuo Yang Ping Luo Chen Change Loy Xiaoou Tang CVBM 101 1,594 0 20 Nov 2015
A Light CNN for Deep Face Representation with Noisy Labels Xiang Wu Ran He Zhenan Sun Tieniu Tan CVBM 93 1,073 0 09 Nov 2015
From Facial Parts Responses to Face Detection: A Deep Learning Approach Shuo Yang Ping Luo Chen Change Loy Xiaoou Tang CVBM 78 570 0 22 Sep 2015
A Deep Pyramid Deformable Part Model for Face Detection Rajeev Ranjan Vishal M. Patel Rama Chellappa CVBM 3DH 55 167 0 18 Aug 2015
Pose-Invariant 3D Face Alignment Amin Jourabloo Xiaoming Liu 3DH CVBM 58 163 0 11 Jun 2015
Learning Deconvolution Network for Semantic Segmentation Hyeonwoo Noh Seunghoon Hong Bohyung Han SSeg 235 4,180 0 17 May 2015
When Face Recognition Meets with Deep Learning: an Evaluation of Convolutional Neural Networks for Face Recognition Guosheng Hu Yongxin Yang Dong Yi J. Kittler William Christmas Stan Z. Li Timothy M. Hospedales CVBM 3DV 77 318 0 09 Apr 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 389 13,145 0 12 Mar 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 367 19,733 0 09 Mar 2015
A Comprehensive Survey on Pose-Invariant Face Recognition Changxing Ding Dacheng Tao CVBM 72 321 0 15 Feb 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 465 43,341 0 11 Feb 2015
Multi-view Face Detection Using Deep Convolutional Neural Networks S. Farfade M. Saberian Li Li CVBM 84 577 0 10 Feb 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 341 18,651 0 06 Feb 2015
DeepID3: Face Recognition with Very Deep Neural Networks Yi Sun Ding Liang Xiaogang Wang Xiaoou Tang CVBM 85 940 0 03 Feb 2015