Feature fusion-based computer vision system for fall and head injury detection trained on a new humanlike doll-based dataset

S Mobsite, N Alaoui, M Boulmalf, M Ghogho - Engineering Applications of …, 2024 - Elsevier
Head injury is among the most severe consequences of fall. Hence, there is a significant gap
in fall detection research due to the lack of a dataset that includes furniture-caused occlusion …

A Privacy-Preserving AIoT Framework for Fall Detection and Classification Using Hierarchical Learning With Multi-Level Feature Fusion

S Mobsite, N Alaoui, M Boulmalf… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
Privacy and false fall detection pose a significant challenge within the current camera-based
human activity monitoring research. In response, we propose a solution that leverages the …