From the 1 of 5 linked papers with an AI index.
5 papers
GaitFace: A Multimodal Dataset for Long-Range Person Identification
Alain Komaty, Luis S. Luevano, Vidit Vidit +3
Efficient border control is becoming a significant global challenge, mainly due to severe congestion and extended passenger waiting times. To mitigate these bottlenecks and facilit…
DriveFace: A Cross-Spectral Through-Glass Face Dataset for On-the-Move Vehicular Border Control
Anjith George, Luis Luevano, Luis S. Luevano +4
The paper presents DriveFace, a new dataset of near‑infrared videos captured through vehicle windows for on‑the‑move face recognition at border checkpoints, paired with smartphone…
Lightweight Cross-Spectral Face Recognition via Contrastive Alignment and Distillation
Anjith George, Sebastien Marcel
Heterogeneous Face Recognition (HFR) aims at matching face images captured across different sensing modalities, such as thermal-to-visible or near-infrared-to-visible, enhancing th…
A Deeper Dive into the Irreversibility of PolyProtect: Making Protected Face Templates Harder to Invert
Vedrana KrivokuÄa Hahn, Jérémy Maceiras, Sébastien Marcel
This work presents a deeper analysis of the "irreversibility" property of PolyProtect, a biometric template protection method initially proposed for securing face embeddings. PolyP…
Enhancing Domain Diversity in Synthetic Data Face Recognition with Dataset Fusion
Anjith George, Sebastien Marcel
While the accuracy of face recognition systems has improved significantly in recent years, the datasets used to train these models are often collected through web crawling without…