Search Results for author: Musab Al-Ghadi

Found 3 papers, 0 papers with code

IDTrust: Deep Identity Document Quality Detection with Bandpass Filtering

no code implementations1 Mar 2024 Musab Al-Ghadi, Joris Voerman, Souhail Bakkali, Mickaël Coustaty, Nicolas Sidere, Xavier St-Georges

The increasing use of digital technologies and mobile-based registration procedures highlights the vital role of personal identity documents (IDs) in verifying users and safeguarding sensitive information.

Identity Documents Authentication based on Forgery Detection of Guilloche Pattern

no code implementations22 Jun 2022 Musab Al-Ghadi, Zuheng Ming, Petra Gomez-Krämer, Jean-Christophe Burie

In this work, these two steps are combined together to achieve two objectives: (i) extracted features should have good anticollision (discriminative) capabilities to distinguish between a pair of identity documents belonging to different classes, (ii) checking out the conformity of the guilloche pattern of a given identity document and its similarity to the guilloche pattern of an authentic version of the same country.

ViTransPAD: Video Transformer using convolution and self-attention for Face Presentation Attack Detection

no code implementations3 Mar 2022 Zuheng Ming, Zitong Yu, Musab Al-Ghadi, Muriel Visani, Muhammad MuzzamilLuqman, Jean-Christophe Burie

Instead of using coarse image patches with single-scale as in ViT, we propose the Multi-scale Multi-Head Self-Attention (MsMHSA) architecture to accommodate multi-scale patch partitions of Q, K, V feature maps to the heads of transformer in a coarse-to-fine manner, which enables to learn a fine-grained representation to perform pixel-level discrimination for face PAD.

Binary Classification Face Presentation Attack Detection

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