Deep Anomaly Detection for Generalized Face Anti-Spoofing

17 April 2019

Daniel Pérez-Cabo

David Jiménez-Cabello

Artur Costa-Pazo

Roberto J. López-Sastre

CVBM

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Papers citing "Deep Anomaly Detection for Generalized Face Anti-Spoofing"

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Title
Principles of Designing Robust Remote Face Anti-Spoofing Systems Xiang Xu Tianchen Zhao Zheng Zhang Zhihua Li Jon Wu Alessandro Achille Mani Srivastava AAML 81 4 0 06 Jun 2024
Hyp-OC: Hyperbolic One Class Classification for Face Anti-Spoofing Kartik Narayan Vishal M. Patel CVBM 68 2 0 22 Apr 2024
Self-Supervised Video Forensics by Audio-Visual Anomaly Detection Chao Feng Ziyang Chen Andrew Owens 85 78 0 04 Jan 2023
A Novel Active Solution for Two-Dimensional Face Presentation Attack Detection Matineh Pooshideh AAML 29 1 0 14 Dec 2022
Race Bias Analysis of Bona Fide Errors in face anti-spoofing Latifah Abduh I. Ivrissimtzis CVBM 93 2 0 11 Oct 2022
Digital and Physical Face Attacks: Reviewing and One Step Further Chen Kong Shiqi Wang Haoliang Li AAML 133 26 0 29 Sep 2022
Perturbation Learning Based Anomaly Detection Jinyu Cai Jicong Fan AAML 128 30 0 06 Jun 2022
Fake It Till You Make It: Towards Accurate Near-Distribution Novelty Detection Hossein Mirzaei Mohammadreza Salehi Sajjad Shahabi E. Gavves Cees G. M. Snoek Mohammad Sabokrou M. Rohban OOD 61 6 0 28 May 2022
Unknown Face Presentation Attack Detection via Localised Learning of Multiple Kernels Shervin Rahimzadeh Arashloo CVBM AAML 98 9 0 22 Apr 2022
Deep Learning meets Liveness Detection: Recent Advancements and Challenges Arian Sabaghi Marzieh Oghbaie Kooshan Hashemifard Mohammad Akbari AAML 63 7 0 29 Dec 2021
Consistency Regularization for Deep Face Anti-Spoofing Zezheng Wang Zitong Yu Xun Wang Yunxiao Qin Jiahong Li Chenxu Zhao Zhen Lei Xin Liu Size Li Zhongyuan Wang CVBM 80 27 0 24 Nov 2021
Explaining Face Presentation Attack Detection Using Natural Language H. Mirzaalian Mohamed E. Hussein L. Spinoulas Jonathan May Wael AbdAlmageed CVBM FAtt AAML 66 5 0 08 Nov 2021
Understanding Cross Domain Presentation Attack Detection for Visible Face Recognition J. Hamblin Kshitij Nikhal B. Riggan CVBM AAML 44 2 0 03 Nov 2021
Detection and Continual Learning of Novel Face Presentation Attacks Mohammad Rostami L. Spinoulas Mohamed E. Hussein Joe Mathai Wael AbdAlmageed CLL AAML 73 34 0 27 Aug 2021
Deep Learning for Face Anti-Spoofing: A Survey Zitong Yu Yunxiao Qin Xiaobai Li Chenxu Zhao Zhen Lei Guoying Zhao CVBM AAML 73 150 0 28 Jun 2021
Unknown Presentation Attack Detection against Rational Attackers Ali Khodabakhsh Zahid Akhtar AAML 72 4 0 04 Oct 2020
Learning One Class Representations for Face Presentation Attack Detection using Multi-channel Convolutional Neural Networks Anjith George S´ebastien Marcel CVBM AAML 78 93 0 22 Jul 2020
Deep Learning for Anomaly Detection: A Review Guansong Pang Chunhua Shen LongBing Cao Anton Van Den Hengel 198 939 0 06 Jul 2020
Use of in-the-wild images for anomaly detection in face anti-spoofing Latifah Abduh I. Ivrissimtzis CVBM 17 3 0 18 Jun 2020
Look Locally Infer Globally: A Generalizable Face Anti-Spoofing Approach Debayan Deb Anil K. Jain CVBM 130 44 0 04 Jun 2020
Learning Generalized Spoof Cues for Face Anti-spoofing Haocheng Feng Zhibin Hong Haixiao Yue Yang Chen Keyao Wang Junyu Han Jingtuo Liu Errui Ding CVBM 71 47 0 08 May 2020
Noise Modeling, Synthesis and Classification for Generic Object Anti-Spoofing J. Stehouwer Amin Jourabloo Yaojie Liu Xiaoming Liu AAML 76 31 0 29 Mar 2020
Unseen Face Presentation Attack Detection Using Class-Specific Sparse One-Class Multiple Kernel Fusion Regression Shervin Rahimzadeh Arashloo AAML CVBM 24 2 0 31 Dec 2019