Session 1: Health & A3L
ShortSession chairs: Jesús Fontecha; Vladimir Villareal
| Multimodal Analysis for Evaluating Handwriting Dynamics: Focusing on Inertial Time Series Processing and the Application of a Standardized Handwriting Protocol | Eduardo Sánchez-Jiménez; Yasmín Hernández; Lizbeth Escobedo. |
| Abnormal Activity Detection in Smart Homes Using Normal Behaviour Modelling | Alison McDowell; Idongesit Ekerete; Majid Liaquat. |
| Large-Scale Recipe Recognition from Culinary Gestures Using Graph Attention Networks and Pattern Mining | Claude Andreas Nguetchom; Habba’s Ngodjou Doukaga; Pascal Fortin; Bruno Bouchard. |
| Indoor Multi-Person Tracking with 3D LiDAR: A Corrected Benchmark and a Lightweight Direction-Aware Tracking Framework | Hadil Eltaif; Charles Gouin-Vallerand; Yacine Yaddaden. |
| Feeling the Trace: How Vibrotactile Feedback Shapes Stylus-Based Motor Interaction | Luis Miguel Zamudio Fuentes; Jesus Favela Vara; Monica Tentori; Lizbeth Escobedo. |
| 3D Object Reconstruction from Monocular Video using Masked 2D Gaussian Splatting | Nahuel Garcia-Durso; Sonia Mendivil-Loraiga; Jorge Azorin-Lopez; Andres Fuster-Guilló; Ihsan Ullah. |
| Evaluating Utility, Fidelity and Privacy Trade-offs in Synthetic Data Generation for Biomedical and Human Activity Recognition Applications | Majid Liaquat; Chris Nugent; Ian Cleland; Naveed Khan. |
| Conversational Context and Edge-Deployable LLMs for Dialogue Understanding in Ambient Mental Health Systems | Sara Comai; Matteo Gallo; Fabio Salice. |