no code implementations • 10 Jan 2024 • Le Ngu Nguyen, Constantino Álvarez Casado, Manuel Lage Cañellas, Anirban Mukherjee, Nhi Nguyen, Dinesh Babu Jayagopi, Miguel Bordallo López
Radio frequency (RF) signals have facilitated the development of non-contact human monitoring tasks, such as vital signs measurement, activity recognition, and user identification.
no code implementations • 11 Dec 2023 • Le Ngu Nguyen, Praneeth Susarla, Anirban Mukherjee, Manuel Lage Cañellas, Constantino Álvarez Casado, Xiaoting Wu, Olli~Silvén, Dinesh Babu Jayagopi, Miguel Bordallo López
In this context, we present a comprehensive survey of multimodal approaches for indoor human monitoring systems, with a specific focus on their relevance in elderly care.
no code implementations • 12 Sep 2023 • Constantino Álvarez Casado, Manuel Lage Cañellas, Matteo Pedone, Xiaoting Wu, Le Nguyen, Miguel Bordallo López
For the first time, this work introduces regression models capable of estimating age and body mass index (BMI) based solely on acoustic data, as well as a model for sex classification.
no code implementations • 12 Sep 2023 • Manuel Lage Cañellas, Constantino Álvarez Casado, Le Nguyen, Miguel Bordallo López
Exercise-induced fatigue resulting from physical activity can be an early indicator of overtraining, illness, or other health issues.
no code implementations • 13 Dec 2022 • Manuel Lage Cañellas, Constantino Álvarez Casado, Le Nguyen, Miguel Bordallo López
Deep learning models have shown promising results in recognizing depressive states using video-based facial expressions.
no code implementations • 9 Jun 2022 • Constantino Álvarez Casado, Manuel Lage Cañellas, Miguel Bordallo López
Depression is a mental illness that may be harmful to an individual's health.