3 papers
cs.CV2026
Marker-free eye-gaze estimation using a single image and depth from defocus
David Hurtubise-Martin, Feriel Fass, Djemel Ziou +1
This paper presents a marker-free eye-gaze estimation approach using a single 2D camera, such as an integrated laptop webcam. The gaze-related features are estimated from iris loca…
cs.LG2026
A Transferable Autologistic Model for Predicting Rare Failures in Heterogeneous Equipment
Islam Benamirouche, Djemel Ziou, Feriel Fass
Predicting failures before they occur remains a major challenge in predictive maintenance, particularly when failures are rare, when equipment of the same family differ in sensor c…
cs.LG2023
Prediction of rare events in the operation of household equipment using co-evolving time series
Hadia Mecheri, Islam Benamirouche, Feriel Fass +2
In this study, we propose an approach for predicting rare events by exploiting time series in coevolution. Our approach involves a weighted autologistic regression model, where we…