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20172022
most citedDeepFakes: a New Threat to Face Recognition? Assessment and Detection

497 citations · 673 across the 22 of their papers we have counts for

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24 papers · 1 filter

cs.CV20221 cited

Prepended Domain Transformer: Heterogeneous Face Recognition without Bells and Whistles

Anjith George, Amir Mohammadi, Sebastien Marcel

Heterogeneous Face Recognition (HFR) refers to matching face images captured in different domains, such as thermal to visible images (VIS), sketches to visible images, near-infrare…

cs.CV202253 cited

Are GAN-based Morphs Threatening Face Recognition?

Eklavya Sarkar, Pavel Korshunov, Laurent Colbois +1

Morphing attacks are a threat to biometric systems where the biometric reference in an identity document can be altered. This form of attack presents an important issue in applicat…

cs.CV20225 cited

A Comprehensive Evaluation on Multi-channel Biometric Face Presentation Attack Detection

Anjith George, David Geissbuhler, Sebastien Marcel

The vulnerability against presentation attacks is a crucial problem undermining the wide-deployment of face recognition systems. Though presentation attack detection (PAD) systems…

cs.CV2021

Master Face Attacks on Face Recognition Systems

Huy H. Nguyen, Sébastien Marcel, Junichi Yamagishi +1

Face authentication is now widely used, especially on mobile devices, rather than authentication using a personal identification number or an unlock pattern, due to its convenience…

cs.CV20211 cited

On the use of automatically generated synthetic image datasets for benchmarking face recognition

Laurent Colbois, Tiago de Freitas Pereira, Sébastien Marcel

The availability of large-scale face datasets has been key in the progress of face recognition. However, due to licensing issues or copyright infringement, some datasets are not av…

cs.CV2021

Cross Modal Focal Loss for RGBD Face Anti-Spoofing

Anjith George, Sebastien Marcel

Automatic methods for detecting presentation attacks are essential to ensure the reliable use of facial recognition technology. Most of the methods available in the literature for…