88 citations · 250 across the 18 of their papers we have counts for
4 papers · 1 filter
Graph-Based Recognition of Simulated Train-Driver States From Facial and Upper-Body Keypoints
Olivia Nocentini, Marta Lagomarsino, Gokhan Solak +6
Driver fatigue poses a significant challenge to railway safety, with traditional systems like the dead-man switch offering limited and basic alertness checks. This study presents a…
Graph-based Online Monitoring of Train Driver States via Facial and Skeletal Features
Olivia Nocentini, Marta Lagomarsino, Gokhan Solak +4
Driver fatigue poses a significant challenge to railway safety, with traditional systems like the dead-man switch offering limited and basic alertness checks. This study presents a…
WiFi based Human Fall and Activity Recognition using Transformer based Encoder Decoder and Graph Neural Networks
Younggeol Cho, Elisa Motta, Olivia Nocentini +4
Human pose estimation and action recognition have received attention due to their critical roles in healthcare monitoring, rehabilitation, and assistive technologies. In this study…
Automatic Interaction and Activity Recognition from Videos of Human Manual Demonstrations with Application to Anomaly Detection
Elena Merlo, Marta Lagomarsino, Edoardo Lamon +1
This paper presents a new method to describe spatio-temporal relations between objects and hands, to recognize both interactions and activities within video demonstrations of manua…