Multi-channel Face Presentation Attack Detection Using Deep Learning

Advances in Computer Vision and Pattern Recognition - Deep Learning-Based Face Analytics ◽

10.1007/978-3-030-74697-1_13 ◽

2021 ◽

pp. 269-304

Author(s):

Anjith George ◽

Sébastien Marcel

Keyword(s):

Deep Learning ◽

Attack Detection ◽

Face Presentation ◽

Presentation Attack Detection

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A review of state-of-the-art in Face Presentation Attack Detection: From early development to advanced deep learning and multi-modal fusion methods

Information Fusion ◽

10.1016/j.inffus.2021.04.015 ◽

2021 ◽

Vol 75 ◽

pp. 55-69

Author(s):

Faseela Abdullakutty ◽

Eyad Elyan ◽

Pamela Johnston

Keyword(s):

Deep Learning ◽

Early Development ◽

State Of The Art ◽

Attack Detection ◽

Face Presentation ◽

Fusion Methods ◽

Presentation Attack Detection

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SWAPPED! Digital face presentation attack detection via weighted local magnitude pattern

2017 IEEE International Joint Conference on Biometrics (IJCB) ◽

10.1109/btas.2017.8272754 ◽

2017 ◽

Cited By ~ 18

Author(s):

Akshay Agarwal ◽

Richa Singh ◽

Mayank Vatsa ◽

Afzel Noore

Keyword(s):

Attack Detection ◽

Local Magnitude ◽

Face Presentation ◽

Presentation Attack Detection

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A competition on generalized software-based face presentation attack detection in mobile scenarios

2017 IEEE International Joint Conference on Biometrics (IJCB) ◽

10.1109/btas.2017.8272758 ◽

2017 ◽

Cited By ~ 36

Author(s):

Z. Boulkenafet ◽

J. Komulainen ◽

Z. Akhtar ◽

A. Benlamoudi ◽

D. Samai ◽

...

Keyword(s):

Attack Detection ◽

Face Presentation ◽

Presentation Attack Detection

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Introduction to Face Presentation Attack Detection

Handbook of Biometric Anti-Spoofing - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-319-92627-8_9 ◽

2019 ◽

pp. 187-206 ◽

Cited By ~ 6

Author(s):

Javier Hernandez-Ortega ◽

Julian Fierrez ◽

Aythami Morales ◽

Javier Galbally

Keyword(s):

Attack Detection ◽

Face Presentation ◽

Presentation Attack Detection

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Deceiving the Protector: Fooling Face Presentation Attack Detection Algorithms

2019 International Conference on Biometrics (ICB) ◽

10.1109/icb45273.2019.8987293 ◽

2019 ◽

Author(s):

Akshay Agarwal ◽

Akarsha Sehwag ◽

Mayank Vatsa ◽

Richa Singh

Keyword(s):

Attack Detection ◽

Detection Algorithms ◽

Face Presentation ◽

Presentation Attack Detection

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Review of Face Presentation Attack Detection Competitions

Handbook of Biometric Anti-Spoofing - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-319-92627-8_14 ◽

2019 ◽

pp. 291-317 ◽

Cited By ~ 1

Author(s):

Jukka Komulainen ◽

Zinelabidine Boulkenafet ◽

Zahid Akhtar

Keyword(s):

Attack Detection ◽

Face Presentation ◽

Presentation Attack Detection

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Robust face presentation attack detection on smartphones : An approach based on variable focus

2017 IEEE International Joint Conference on Biometrics (IJCB) ◽

10.1109/btas.2017.8272753 ◽

2017 ◽

Cited By ~ 2

Author(s):

Kiran B. Raja ◽

Pankaj Wasnik ◽

R. Raghavendra ◽

Christoph Busch

Keyword(s):

Attack Detection ◽

Face Presentation ◽

Variable Focus ◽

Presentation Attack Detection

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Challenges of Face Presentation Attack Detection in Real Scenarios

Handbook of Biometric Anti-Spoofing - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-319-92627-8_12 ◽

2019 ◽

pp. 247-266 ◽

Cited By ~ 3

Author(s):

Artur Costa-Pazo ◽

Esteban Vazquez-Fernandez ◽

José Luis Alba-Castro ◽

Daniel González-Jiménez

Keyword(s):

Attack Detection ◽

Face Presentation ◽

Presentation Attack Detection

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Remote Photoplethysmography Correspondence Feature for 3D Mask Face Presentation Attack Detection

Computer Vision – ECCV 2018 - Lecture Notes in Computer Science ◽

10.1007/978-3-030-01270-0_34 ◽

2018 ◽

pp. 577-594 ◽

Cited By ~ 12

Author(s):

Si-Qi Liu ◽

Xiangyuan Lan ◽

Pong C. Yuen

Keyword(s):

Attack Detection ◽

Face Presentation ◽

Remote Photoplethysmography ◽

Presentation Attack Detection

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A novel face presentation attack detection scheme based on multi-regional convolutional neural networks

Pattern Recognition Letters ◽

10.1016/j.patrec.2020.01.002 ◽

2020 ◽

Vol 131 ◽

pp. 261-267

Author(s):

Yukun Ma ◽

Lifang Wu ◽

Zeyu Li ◽

Fanghao liu

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Attack Detection ◽

Detection Scheme ◽

Face Presentation ◽

Presentation Attack Detection

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