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Face anti-spoofing (FAS) seeks to discriminate genuine faces from fake ones arising from any type of spoofing attack.
Heterogeneous uncertainty sampling for supervised learning
David D Lewis and Jason Catlett · 1994
Earlier work this paper cites.
A morphable model for the synthesis of 3d faces
Volker Blanz and Thomas Vetter · 1999
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Live face detection based on the analysis of fourier spectra
J. Li, Y. Wang, T. Tan, and A. K. Jain · 2004
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Real-time face detection and motion analysis with application in liveness assessment
K. Kollreider, H. Fronthaler, M. I. Faraj, and J. Bigun · 2007
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Eyeblink based anti-spoofing in face recognition from a generic webcamera
G. Pan, L. Sun, Z. Wu, and S. Lao · 2007
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A liveness detection method for face recognition based on optical flow field
W. Bao, H. Li, N. Li, and W. Jiang · 2009
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Multi-class active learning for image classification
Ajay J Joshi, Fatih Porikli, and Nikolaos Papanikolopoulos · 2009
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Face liveness detection from a single image with sparse low rank bilinear discriminative model
X. Tan, Y. Li, J. Liu, and L. Jiang · 2010
Earlier work this paper cites.
Uncertainty evaluation in face recognition algorithms
G Betta, D Capriglione, C Liguori, and A Paolillo · 2011
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Face spoofing detection from single images using micro-texture analysis
Jukka Määttä, Abdenour Hadid, and Matti Pietikäinen · 2011
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Face spoofing detection from single images using micro-texture analysis
Jukka Määttä, Abdenour Hadid, and Matti Pietikäineninen · 2011
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On the effectiveness of local binary patterns in face anti-spoofing
Ivana Chingovska, André Anjos, and Sébastien Marcel · 2012
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Lbp-top based counter measure against face spoofing attacks
T. Pereira, A. Anjos, J.M. DeMartino, and S. Marcel · 2012
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A face antispoofing database with diverse attacks
Zhiwei Zhang, Junjie Yan, Sifei Liu, Zhen Lei, Dong Yi, and Stan Z Li · 2012
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Robust pulse rate from chrominance-based rppg
G. de Haan and V. Jeanne · 2013
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Face liveness detection with component dependent descriptor
J.Yang, Z.Lei, S.Liao, and S.Z.Li · 2013
Earlier work this paper cites.
Context based face anti-spoofing
J. Komulainen, A. Hadid, and M. Pietikainen · 2013
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Face liveness detection using dynamic texture
Tiago de Freitas Pereira, Jukka Komulainen, André Anjos, José Mario De Martino, Abdenour Hadid, Matti Pietikäinen, and Sébastien Marcel · 2014
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Hypercolumns for object segmentation and fine-grained localization
B. Hariharan, P. Arbeláez, R. Girshick, and J. Malik · 2014
Earlier work this paper cites.
Learn convolutional neural network for face anti-spoofing
Jianwei Yang, Zhen Lei, and Stan Z Li · 2014
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Learn convolutional neural network for face anti-spoofing
Z. Yang, Z. Lei, and S.Z. Li · 2014
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Material recognition in the wild with the materials in context database
Sean Bell, Paul Upchurch, Noah Snavely, and Kavita Bala · 2015
Cited alongside, same era.
Face anti-spoofing based on color texture analysis
Z. Boulkenafet, J. Komulainen, and A. Hadid · 2015
Cited alongside, same era.
Deeply-supervised nets
C.Y. Lee, S. Xie, P.W. Gallagher, Z. Zhang, and Z. Tu · 2015
Cited alongside, same era.
Deep learning face attributes in the wild
Ziwei Liu, Ping Luo, Xiaogang Wang, and Xiaoou Tang · 2015
Cited alongside, same era.
Active learning for structured probabilistic models with histogram approximation
Qing Sun, Ankit Laddha, and Dhruv Batra · 2015
Cited alongside, same era.
Face spoof detection with image distortion analysis
Di Wen, Hu Han, and Anil K Jain · 2015
Cited alongside, same era.
Oulu-npu: A mobile face presentation attack database with real-world variations
Zinelabinde Boulkenafet, Jukka Komulainen, Lei Li, Xiaoyi Feng, and Abdenour Hadid · 2017
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What uncertainties do we need in bayesian deep learning for computer vision?
Alex Kendall and Yarin Gal · 2017
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Ppgsecure: Biometric presentation attack detection using photo-pletysmograms
E. M. Nowara, A. Sabharwal, and A. Veeraraghavan · 2017
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Encoder-decoder with atrous separable convolution for semantic image segmentation
Liang-Chieh Chen, Yukun Zhu, George Papandreou, Florian Schroff, and Hartwig Adam · 2018
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Joint 3d face reconstruction and dense alignment with position map regression network
Yao Feng, Fan Wu, Xiaohu Shao, Yanfeng Wang, and Xi Zhou · 2018
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Face anti-spoofing using haralick features
A. Agarwal, R. Singh, , and M. Vatsa · 2016
Cited alongside, same era.
Remote photo-plethysmography based on implicit living skin tissue segmentation
S. Bobbia, Y. Benezeth, and J. Dubois · 2016
Cited alongside, same era.
Face spoofing detection using colour texture analysis
Zinelabidine Boulkenafet, Jukka Komulainen, and Abdenour Hadid · 2016
Cited alongside, same era.
Integration of image quality and motion cues for face anti-spoofing: A neural network approach
L. Feng, L. Po, Y. Li, X. Xu, F. Yuan, T.C. Cheung, and K. Cheung · 2016
Cited alongside, same era.
Information technology — biometric presentation attack detection — part 1: Framework
ISO Central Secretary · 2016
Cited alongside, same era.
An original face anti-spoofing approach using partial convolutional neural network
L. Li, X. Feng, Z. Boulkenafet, Z. Xia, M. Li, and A. Hadid · 2016
Cited alongside, same era.
A. Jourabloo, Y. Liu, and X. Liu · 2018
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Multi-task learning using uncertainty to weigh losses for scene geometry and semantics
Alex Kendall, Yarin Gal, and Roberto Cipolla · 2018
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Learning deep models for face anti-spoofing: Binary or auxiliary supervision
Yaojie Liu, Amin Jourabloo, and Xiaoming Liu · 2018
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Evaluating bayesian deep learning methods for semantic segmentation
Jishnu Mukhoti and Yarin Gal · 2018
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Exploiting temporal and depth information for multi-frame face anti-spoofing
Zezheng Wang, Chenxu Zhao, Yunxiao Qin, Qiusheng Zhou, and Zhen Lei · 2018
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Unknown presentation attack detection with face rgb images
Fei Xiong and Wael AbdAlmageed · 2018
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Single image reflection separation with perceptual losses
Xuaner Zhang, Ren Ng, and Qifeng Chen · 2018
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Basn: Enriching feature representation using bipartite auxiliary supervisions for face anti-spoofing
Taewook Kim, YongHyun Kim, Inhan Kim, and Daijin Kim · 2019
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Deep tree learning for zero-shot face antispoofing
Y. Liu, J. Stehouwer, A. Jourabloo, and X. Liu · 2019
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Multi-adversarial discriminative deep domain generalization for face presentation attack detection
Rui Shao, Xiangyuan Lan, Jiawei Li, and Pong C. Yuen · 2019
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Multi-adversarial discriminative deep domain generalization for face presentation attack detection
Rui Shao, Xiangyuan Lan, Jiawei Li, and Pong C Yuen · 2019
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A dataset and benchmark for large-scale multi-modal face anti-spoofing
Shifeng Zhang, Xiaobo Wang, Ajian Liu, Chenxu Zhao, Jun Wan, Sergio Escalera, Hailin Shi, Zezheng Wang, and Stan Z Li · 2019
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Single-side domain generalization for face anti-spoofing
Yunpei Jia, Jie Zhang, Shiguang Shan, and Xilin Chen · 2020
Closest in time.
Regularized fine-grained meta face anti-spoofing
Rui Shao, Xiangyuan Lan, and Pong C Yuen · 2020
Closest in time.
Celeba-spoof: Large-scale face anti-spoofing dataset with rich annotations
Yuanhan Zhang, ZhenFei Yin, Yidong Li, Guojun Yin, Junjie Yan, Jing Shao, and Ziwei Liu · 2020
Closest in time.