Do We Really Need to Collect Millions of Faces for Effective Face Recognition?

23 March 2016

Papers citing "Do We Really Need to Collect Millions of Faces for Effective Face Recognition?"

50 / 50 papers shown

Title
2D-3D Attention and Entropy for Pose Robust 2D Facial Recognition J. Brennan Peace Shuowen Hu B. Riggan CVBM 26 0 0 14 May 2025
Reversing the Irreversible: A Survey on Inverse Biometrics M. Gomez-Barrero Javier Galbally 51 67 0 05 Jan 2024
Learning Domain and Pose Invariance for Thermal-to-Visible Face Recognition Cedric Nimpa Fondje Shuowen Hu B. Riggan CVBM 43 8 0 17 Nov 2022
Analyzing the Impact of Shape & Context on the Face Recognition Performance of Deep Networks Sandipan Banerjee Walter J. Scheirer Kevin W. Bowyer Patrick Flynn 3DPC 3DH CVBM 24 1 0 05 Aug 2022
Protecting Celebrities from DeepFake with Identity Consistency Transformer Xiaoyi Dong Jianmin Bao Dongdong Chen Ting Zhang Weiming Zhang Nenghai Yu Dong Chen Fang Wen B. Guo ViT 51 120 0 02 Mar 2022
Signature-Graph Networks Ali Hamdi Flora D. Salim D. Kim Xiaojun Chang 21 1 0 22 Oct 2021
Recent Advances in Deep Learning Techniques for Face Recognition Md. Tahmid Hasan Fuad Awal Ahmed Fime Delowar Sikder Md. Akil Raihan Iftee Jakaria Rabbi Mabrook S. Al-Rakhami Abdu H. Gumaei Ovishake Sen Mohtasim Fuad Md. Nazrul Islam 34 64 0 18 Mar 2021
3D-Aided Data Augmentation for Robust Face Understanding Yifan Xing Yuanjun Xiong Wei Xia CVBM 24 1 0 03 Oct 2020
DeepFake Detection Based on the Discrepancy Between the Face and its Context Y. Nirkin Lior Wolf Y. Keller Tal Hassner 3DPC CVBM PICV 18 173 0 27 Aug 2020
Boosting Unconstrained Face Recognition with Auxiliary Unlabeled Data Yichun Shi Anil K. Jain CVBM 48 1 0 17 Mar 2020
Towards Universal Representation Learning for Deep Face Recognition Yichun Shi Xiang Yu Kihyuk Sohn Manmohan Chandraker Anil K. Jain CVBM OOD 17 148 0 26 Feb 2020
Face Hallucination with Finishing Touches Yang Zhang Ivor W. Tsang Jun Li Ping Liu Xiaobo Lu Xin Yu CVBM SupR 16 28 0 09 Feb 2020
Towards Pose-invariant Lip-Reading Shiyang Cheng Pingchuan Ma Georgios Tzimiropoulos Stavros Petridis Adrian Bulat Jie Shen M. Pantic 30 26 0 14 Nov 2019
A Paired Sparse Representation Model for Robust Face Recognition from a Single Sample F. Mokhayeri Srini Iyer CVBM 18 26 0 05 Oct 2019
Dependency-aware Attention Control for Unconstrained Face Recognition with Image Sets Xiaofeng Liu B. Kumar Chao Yang Qingming Tang J. You CVBM 23 42 0 05 Jul 2019
A Survey on Face Data Augmentation Xiang Wang Kai Wang Kai Wang CVBM 20 130 0 26 Apr 2019
Neural Architecture Search for Deep Face Recognition Ning Zhu CVBM 22 9 0 21 Apr 2019
AIRD: Adversarial Learning Framework for Image Repurposing Detection Ayush Jaiswal Yuehua Wu Wael AbdAlmageed I. Masi Premkumar Natarajan 15 19 0 02 Mar 2019
Striking the Right Balance with Uncertainty Salman Khan Munawar Hayat Waqas Zamir Jianbing Shen Ling Shao 25 174 0 22 Jan 2019
Face Detection and Face Recognition In the Wild Using Off-the-Shelf Freely Available Components H. Ahmad CVBM 19 0 0 19 Jan 2019
Synthesizing facial photometries and corresponding geometries using generative adversarial networks Gil Shamai Ron Slossberg Ron Kimmel GAN 3DH 15 31 0 19 Jan 2019
Improving Face Detection Performance with 3D-Rendered Synthetic Data Jian Han Sezer Karaoglu Hoàng-Ân Lê Theo Gevers 3DH CVBM 15 4 0 18 Dec 2018
Recognizing Disguised Faces in the Wild Maneet Singh Richa Singh Mayank Vatsa Nalini Ratha Rama Chellappa CVBM 33 55 0 21 Nov 2018
Git Loss for Deep Face Recognition Alessandro Calefati Muhammad Kamran Janjua Shah Nawaz I. Gallo CVBM 19 20 0 23 Jul 2018
Deep Imbalanced Learning for Face Recognition and Attribute Prediction Chen Huang Yining Li Chen Change Loy Xiaoou Tang CVBM 11 309 0 01 Jun 2018
Design Identification of Curve Patterns on Cultural Heritage Objects: Combining Template Matching and CNN-based Re-Ranking Jun Zhou Yuhang Lu Kang Zheng Karen Smith Colin Wilder Song Wang 28 3 0 17 May 2018
Minimum Margin Loss for Deep Face Recognition Xin Wei Hui Wang B. Scotney Huan Wan CVBM 36 41 0 17 May 2018
Deep Facial Expression Recognition: A Survey Shan Li Weihong Deng 151 1,282 0 23 Apr 2018
Training Deep Face Recognition Systems with Synthetic Data Adam Kortylewski Andreas C. Schneider Thomas Gerig Bernhard Egger Andreas Morel-Forster T. Vetter 42 48 0 16 Feb 2018
ExpNet: Landmark-Free, Deep, 3D Facial Expressions Feng-Ju Chang Anh Tran Tal Hassner I. Masi Ram Nevatia Gérard Medioni 3DH CVBM 31 111 0 02 Feb 2018
When 3D-Aided 2D Face Recognition Meets Deep Learning: An extended UR2D for Pose-Invariant Face Recognition Xiang Xu Pengfei Dou Ha A. Le I. Kakadiaris CVBM 26 2 0 19 Sep 2017
FacePoseNet: Making a Case for Landmark-Free Face Alignment Feng-Ju Chang Anh Tran Tal Hassner I. Masi Ram Nevatia Gérard Medioni 3DV CVBM 20 123 0 24 Aug 2017
Improving Deep Learning using Generic Data Augmentation Luke Taylor G. Nitschke 19 382 0 20 Aug 2017
von Mises-Fisher Mixture Model-based Deep learning: Application to Face Verification Abul Hasnat Julien Bohné Jonathan Milgram S. Gentric Liming Chen CVBM 44 91 0 13 Jun 2017
Representation Learning by Rotating Your Faces Luan Tran Xi Yin Xiaoming Liu CVBM GAN 23 140 0 31 May 2017
Level Playing Field for Million Scale Face Recognition A. Nech Ira Kemelmacher-Shlizerman CVBM 26 190 0 01 May 2017
Neural Face Editing with Intrinsic Image Disentangling Zhixin Shu Ersin Yumer Sunil Hadap Kalyan Sunkavalli Eli Shechtman Dimitris Samaras CVBM DRL GAN 46 285 0 13 Apr 2017
Deep 3D Face Identification Donghyun Kim Matthias Hernandez Jongmoo Choi Gérard Medioni 3DH CVBM 3DPC 30 118 0 30 Mar 2017
L2-constrained Softmax Loss for Discriminative Face Verification Rajeev Ranjan Carlos D. Castillo Rama Chellappa CVBM 24 452 0 28 Mar 2017
DeepVisage: Making face recognition simple yet with powerful generalization skills A. Hasnat Julien Bohné Jonathan Milgram S. Gentric Liming Chen CVBM 38 46 0 24 Mar 2017
On the Reconstruction of Face Images from Deep Face Templates Guangcan Mai Kai Cao Pong C. Yuen Anil K. Jain 3DH CVBM 32 182 0 02 Mar 2017
Regressing Robust and Discriminative 3D Morphable Models with a very Deep Neural Network Anh Tran Tal Hassner I. Masi Gérard Medioni CVBM 3DH 3DV 21 479 0 15 Dec 2016
AFFACT - Alignment-Free Facial Attribute Classification Technique Manuel Günther Andras Rozsa Terrance E. Boult CVBM 29 56 0 18 Nov 2016
UMDFaces: An Annotated Face Dataset for Training Deep Networks Ankan Bansal Anirudh Nanduri Carlos D. Castillo Rajeev Ranjan Rama Chellappa CVBM 3DH 36 213 0 04 Nov 2016
An All-In-One Convolutional Neural Network for Face Analysis Rajeev Ranjan S. Sankaranarayanan Carlos D. Castillo Rama Chellappa CVBM 138 428 0 03 Nov 2016
Unconstrained Still/Video-Based Face Verification with Deep Convolutional Neural Networks Jun-Cheng Chen Rajeev Ranjan Swami Sankaranarayanan Amit Kumar Ching-Hui Chen Vishal M. Patel Carlos D. Castillo Rama Chellappa CVBM 27 97 0 09 May 2016
Triplet Probabilistic Embedding for Face Verification and Clustering S. Sankaranarayanan A. Alavi Carlos D. Castillo Rama Chellappa CVBM 3DH 34 214 0 19 Apr 2016
Frankenstein: Learning Deep Face Representations using Small Data Guosheng Hu Xiaojiang Peng Yongxin Yang Timothy M. Hospedales Jakob Verbeek CVBM 74 122 0 21 Mar 2016
Facial Landmark Detection with Tweaked Convolutional Neural Networks Yue Wu Tal Hassner Kanggeon Kim Gérard Medioni Premkumar Natarajan CVBM 21 173 0 12 Nov 2015
Unconstrained Face Verification using Deep CNN Features Jun-Cheng Chen Vishal M. Patel Rama Chellappa CVBM 234 294 0 07 Aug 2015