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Face Presentation Attack Detection

3 papers with code · Computer Vision
Subtask of Spoof Detection

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Deep Pixel-wise Binary Supervision for Face Presentation Attack Detection

9 Jul 2019anjith2006/bob.paper.deep_pix_bis_pad.icb2019

The proposed approach achieves an HTER of 0% in Replay Mobile dataset and an ACER of 0. 42% in Protocol-1 of OULU dataset outperforming state of the art methods.

FACE ANTI-SPOOFING FACE PRESENTATION ATTACK DETECTION FACE RECOGNITION

Domain Adaptation in Multi-Channel Autoencoder based Features for Robust Face Anti-Spoofing

9 Jul 2019anjith2006/bob.paper.mcae.icb2019

Face PAD datasets are usually captured with RGB cameras, and have very limited number of both bona-fide samples and presentation attack instruments.

DOMAIN ADAPTATION FACE ANTI-SPOOFING FACE PRESENTATION ATTACK DETECTION FACE RECOGNITION

Biometric Face Presentation Attack Detection with Multi-Channel Convolutional Neural Network

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY 2019 anjith2006/bob.paper.mccnn.tifs2018

We also introduce the new Wide Multi-Channel presentation Attack (WMCA) database for face PAD which contains a wide variety of 2D and 3D presentation attacks for both impersonation and obfuscation attacks.

FACE ANTI-SPOOFING FACE PRESENTATION ATTACK DETECTION FACE RECOGNITION