Client-specific anomaly detection for face presentation attack detection

S Fatemifar, SR Arashloo, M Awais, J Kittler - Pattern Recognition, 2021 - Elsevier
One-class anomaly detection approaches are particularly appealing for use in face
presentation attack detection (PAD), especially in an unseen attack scenario, where the …

Unseen face presentation attack detection using sparse multiple kernel Fisher null-space

SR Arashloo - IEEE Transactions on Circuits and Systems for …, 2020 - ieeexplore.ieee.org
We address the face presentation attack detection problem in the challenging conditions of
an unseen attack scenario where the system is exposed to novel presentation attacks that …

A stacking ensemble for anomaly based client-specific face spoofing detection

S Fatemifar, M Awais, A Akbari… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
To counteract spoofing attacks, the majority of recent approaches to face spoofing attack
detection formulate the problem as a binary classification task in which real data and attack …

[PDF][PDF] Multi-modal and anti-spoofing person identification

A Benlamoudi - University of Kasdi Merbah, 2018 - researchgate.net
Because of its natural and non-intrusive interaction, identity verification and recognition
using facial information is among the most active areas in computer vision research …

Client-specific anomaly detection for face presentation attack detection

SR Arashloo, J Kittler - arXiv preprint arXiv:1807.00848, 2018 - arxiv.org
The one-class anomaly detection approach has previously been found to be effective in face
presentation attack detection, especially in an\textit {unseen} attack scenario, where the …

Unseen face presentation attack detection using class-specific sparse one-class multiple kernel fusion regression

SR Arashloo - arXiv preprint arXiv:1912.13276, 2019 - arxiv.org
The paper addresses face presentation attack detection in the challenging conditions of an
unseen attack scenario where the system is exposed to novel presentation attacks that were …

[PDF][PDF] On the Use of Client-Specific Information for Face Presentation Attack Detection Based on Anomaly Detection

SR Arashloo, J Kittler - academia.edu
The one-class anomaly detection approach has previously been found to be effective in face
presentation attack detection, especially in an unseen attack scenario, where the system is …

Face presentation attack detection using texture analysis

Z Boulkenafet - 2018 - oulurepo.oulu.fi
Tiivistelmä Kasvontunnistusjärjestelmien suorituskyky on parantunut huomattavasti viime
vuosina. Tästä syystä tätä teknologiaa pidetään nykyisin riittävän kypsänä ja käytetään jo …