Toward personalized human activity recognition model with auto-supervised learning framework

A Mhalla, JM Favreau - 2021 IEEE International Conference on …, 2021 - ieeexplore.ieee.org
The performance of any Human Activity Recognition (HAR) model trained from a general
population (subject-independent), will often decreases when tested on subjects unseen …

Improving multi object tracking-by-detection model using a temporal interlaced encoding and a specialized deep detector

A Mhalla, T Chateau - 2019 IEEE Intelligent Vehicles …, 2019 - ieeexplore.ieee.org
Tracking-by-detection have become a hot topic for intelligent vehicle applications in recent
year. Generally, the existing tracking-by-detection frameworks have difficulties with …

[PDF][PDF] Domain Adaptation for Pedestrian DCNN Detector toward a Specific Scene and an Embedded Platform.

N Hammami, A Mhalla, A Landrault - VISIGRAPP (5: VISAPP), 2019 - scitepress.org
Nowadays, the analysis and the understanding of traffic scenes become a topic of great
interest in several computer vision applications. Despite the presence of robust detection …