24 citations · 80 across the 28 of their papers we have counts for
7 papers · 1 filter
Benchmarking Multimodal Large Language Models for Face Recognition
Hatef Otroshi Shahreza, Sébastien Marcel
Multimodal large language models (MLLMs) have achieved remarkable performance across diverse vision-and-language tasks. However, their potential in face recognition remains underex…
ArtFace: Towards Historical Portrait Face Identification via Model Adaptation
Francois Poh, Anjith George, Sébastien Marcel
Identifying sitters in historical paintings is a key task for art historians, offering insight into their lives and how they chose to be seen. However, the process is often subject…
EdgeDoc: Hybrid CNN-Transformer Model for Accurate Forgery Detection and Localization in ID Documents
Anjith George, Sebastien Marcel
The widespread availability of tools for manipulating images and documents has made it increasingly easy to forge digital documents, posing a serious threat to Know Your Customer (…
FaceLLM: A Multimodal Large Language Model for Face Understanding
Hatef Otroshi Shahreza, Sébastien Marcel
Multimodal large language models (MLLMs) have shown remarkable performance in vision-language tasks. However, existing MLLMs are primarily trained on generic datasets, limiting the…
The Invisible Threat: Evaluating the Vulnerability of Cross-Spectral Face Recognition to Presentation Attacks
Anjith George, Sebastien Marcel
Cross-spectral face recognition systems are designed to enhance the performance of facial recognition systems by enabling cross-modal matching under challenging operational conditi…
xEdgeFace: Efficient Cross-Spectral Face Recognition for Edge Devices
Anjith George, Sebastien Marcel
Heterogeneous Face Recognition (HFR) addresses the challenge of matching face images across different sensing modalities, such as thermal to visible or near-infrared to visible, ex…
Exploring ChatGPT for Face Presentation Attack Detection in Zero and Few-Shot in-Context Learning
Alain Komaty, Hatef Otroshi Shahreza, Anjith George +1
This study highlights the potential of ChatGPT (specifically GPT-4o) as a competitive alternative for Face Presentation Attack Detection (PAD), outperforming several PAD models, in…