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Face anti-spoofing (FAS) plays a vital role in face recognition systems.
Unsupervised texture segmentation using gabor filters
Anil K Jain and Farshid Farrokhnia · 1991
Earlier work this paper cites.
Mechanisms of visual attention in the human cortex
Sabine Kastner Ungerleider and Leslie G · 2000
Earlier work this paper cites.
Visual object understanding
Thomas J Palmeri and Isabel Gauthier · 2004
Earlier work this paper cites.
Face description with local binary patterns: Application to face recognition
Timo Ahonen, Abdenour Hadid, and Matti Pietikainen · 2006
Earlier work this paper cites.
Eyeblink-based anti-spoofing in face recognition from a generic webcamera
Gang Pan, Lin Sun, Zhaohui Wu, and Shihong Lao · 2007
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Visualizing data using t-sne
Laurens van der Maaten and Geoffrey Hinton · 2008
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Face liveness detection under bad illumination conditions
Bruno Peixoto, Carolina Michelassi, and Anderson Rocha · 2011
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Face spoofing detection using dynamic texture
Jukka Komulainen, Abdenour Hadid, and Matti Pietikäinen · 2012
Earlier work this paper cites.
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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Computationally efficient face spoofing detection with motion magnification
Samarth Bharadwaj, Tejas I Dhamecha, Mayank Vatsa, and Richa Singh · 2013
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Context based face anti-spoofing
Jukka Komulainen, Abdenour Hadid, and Matti Pietikainen · 2013
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Very deep convolutional networks for large-scale image recognition
Karen Simonyan and Andrew Zisserman · 2014
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Learn convolutional neural network for face anti-spoofing
Jianwei Yang, Zhen Lei, and Stan Z Li · 2014
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Face anti-spoofing based on color texture analysis
Zinelabidine Boulkenafet, Jukka Komulainen, and Abdenour Hadid · 2015
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Face spoofing detection through visual codebooks of spectral temporal cubes
Allan Pinto, Helio Pedrini, William Robson Schwartz, and Anderson Rocha · 2015
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Face spoof detection with image distortion analysis
Di Wen, Hu Han, and Anil K Jain · 2015
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Multi-scale context aggregation by dilated convolutions
Fisher Yu and Vladlen Koltun · 2015
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Tensorflow: a system for large-scale machine learning
Mart · 2016
Earlier work this paper cites.
Face spoofing detection using colour texture analysis
Zinelabidine Boulkenafet, Jukka Komulainen, and Abdenour Hadid · 2016
Earlier work this paper cites.
Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
Earlier work this paper cites.
Iso/iec jtc 1/sc 37 biometrics: Information technology biometric presentation attack detection part 1: Framework
international organization for standardization · 2016
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An original face anti-spoofing approach using partial convolutional neural network
Lei Li, Xiaoyi Feng, Zinelabidine Boulkenafet, Zhaoqiang Xia, Mingming Li, and Abdenour Hadid · 2016
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Generalized face anti-spoofing by detecting pulse from face videos
Xiaobai Li, Jukka Komulainen, Guoying Zhao, Pong-Chi Yuen, and Matti Pietikäinen · 2016
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Cross-database face antispoofing with robust feature representation
Keyurkumar Patel, Hu Han, and Anil K Jain · 2016
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Secure face unlock: Spoof detection on smartphones
Keyurkumar Patel, Hu Han, and Anil K Jain · 2016
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Face anti-spoofing with multifeature videolet aggregation
Talha Ahmad Siddiqui, Samarth Bharadwaj, Tejas I Dhamecha, Akshay Agarwal, Mayank Vatsa, Richa Singh, and Nalini Ratha · 2016
Cited alongside, same era.
An anomaly detection approach to face spoofing detection: A new formulation and evaluation protocol
Shervin Rahimzadeh Arashloo, Josef Kittler, and William Christmas · 2017
Cited alongside, same era.
Face anti-spoofing using patch and depth-based cnns
Gabor convolutional networks
Shangzhen Luan, Chen Chen, Baochang Zhang, Jungong Han, and Jianzhuang Liu · 2018
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Efficient neural architecture search via parameter sharing
Hieu Pham, Melody Y Guan, Barret Zoph, Quoc V Le, and Jeff Dean · 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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Cbam: Convolutional block attention module
Sanghyun Woo, Jongchan Park, Joon-Young Lee, and In So Kweon · 2018
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Unknown presentation attack detection with face rgb images
Fei Xiong and Wael AbdAlmageed · 2018
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Learning transferable architectures for scalable image recognition
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Yousef Atoum, Yaojie Liu, Amin Jourabloo, and Xiaoming Liu · 2017
Cited alongside, same era.
A competition on generalized software-based face presentation attack detection in mobile scenarios
Zinelabdine Boulkenafet, Jukka Komulainen, Zahid Akhtar, Azeddine Benlamoudi, Djamel Samai, Salah Eddine Bekhouche, Abdelkrim Ouafi, Fadi Dornaika, Abdelmalik Taleb-Ahmed, Le Qin, et al · 2017
Cited alongside, same era.
Face antispoofing using speeded-up robust features and fisher vector encoding
Zinelabidine Boulkenafet, Jukka Komulainen, and Abdenour Hadid · 2017
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
Cited alongside, same era.
Smash: one-shot model architecture search through hypernetworks
Andrew Brock, Theodore Lim, James M Ritchie, and Nick Weston · 2017
Cited alongside, same era.
Deformable convolutional networks
Jifeng Dai, Haozhi Qi, Yuwen Xiong, Yi Li, Guodong Zhang, Han Hu, and Yichen Wei · 2017
Cited alongside, same era.
Joint 3d face reconstruction and dense alignment with position map regression network
Yao Feng, Fan Wu, Xiaohu Shao, Yanfeng Wang, and Xi Zhou · 2017
Cited alongside, same era.
Barret Zoph, Vijay Vasudevan, Jonathon Shlens, and Quoc V Le · 2018
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Proxylessnas: Direct neural architecture search on target task and hardware
Han Cai, Ligeng Zhu, and Song Han · 2019
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Searching for a robust neural architecture in four gpu hours
Xuanyi Dong and Yi Yang · 2019
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Deep pixel-wise binary supervision for face presentation attack detection
Anjith George and Sébastien Marcel · 2019
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Nas-fpn: Learning scalable feature pyramid architecture for object detection
Golnaz Ghiasi, Tsung-Yi Lin, and Quoc V Le · 2019
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Face liveness detection by rppg features and contextual patch-based cnn
Bofan Lin, Xiaobai Li, Zitong Yu, and Guoying Zhao · 2019
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Darts: Differentiable architecture search
Hanxiao Liu, Karen Simonyan, and Yiming Yang · 2019
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Deep tree learning for zero-shot face anti-spoofing
Yaojie Liu, Joel Stehouwer, Amin Jourabloo, and Xiaoming Liu · 2019
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Video action recognition via neural architecture searching
Wei Peng, Xiaopeng Hong, and Guoying Zhao · 2019
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Auto-reid: Searching for a part-aware convnet for person re-identification
Ruijie Quan, Xuanyi Dong, Yu Wu, Linchao Zhu, and Yi Yang · 2019
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Regularized evolution for image classifier architecture search
Esteban Real, Alok Aggarwal, Yanping Huang, and Quoc V Le · 2019
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Pc-darts: Partial channel connections for memory-efficient differentiable architecture search
Yuhui Xu, Lingxi Xie, Xiaopeng Zhang, Xin Chen, Guo-Jun Qi, Qi Tian, and Hongkai Xiong · 2019
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Face anti-spoofing: Model matters, so does data
Xiao Yang, Wenhan Luo, Linchao Bao, Yuan Gao, Dihong Gong, Shibao Zheng, Zhifeng Li, and Wei Liu · 2019
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Customizable architecture search for semantic segmentation
Yiheng Zhang, Zhaofan Qiu, Jingen Liu, Ting Yao, Dong Liu, and Tao Mei · 2019
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Neural architecture search for deep face recognition
Ning Zhu and Xiaolong Bai · 2019
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Learning meta model for zero-and few-shot face anti-spoofing
Yunxiao Qin, Chenxu Zhao, Xiangyu Zhu, Zezheng Wang, Zitong Yu, Tianyu Fu, Feng Zhou, Jingping Shi, and Zhen Lei · 2020
Closest in time.
Auto-fas: Searching lightweight networks for face anti-spoofing
Zitong Yu, Yunxiao Qin, Xiaqing Xu, Chenxu Zhao, Zezheng Wang, Zhen Lei, and Guoying Zhao · 2020
Closest in time.