Deployment of an IoT Platform for Activity Recognition at the UAL's Smart Home. - Marcos Lupión; Juana López Redondo; Juan F. Sanjuan; Pilar Martínez Ortigosa (ISAmI, 2020)

DOLARS, a Distributed On-Line Activity Recognition System by Means of Heterogeneous Sensors in Real-Life Deployments - A Case Study in the Smart Lab of The University of Almería. - Marcos Lupión; Javier Medina Quero; Juan F. Sanjuan; Pilar M. Ortigosa (Sensors, 2021)

Detection of Unconsciousness in Falls Using Thermal Vision Sensors. - Marcos Lupión; Vicente González Ruiz; Juan F. Sanjuan; Javier Medina Quero; Pilar M. Ortigosa (ICR, 2022)

Epilepsy Seizure Detection Using Low-Cost IoT Devices and a Federated Machine Learning Algorithm. - Marcos Lupión; Juan F. Sanjuan; Javier Medina Quero; Pilar Martínez Ortigosa (ISAmI, 2022)

On the limits of Conditional Generative Adversarial Neural Networks to reconstruct the identification of inhabitants from IoT low-resolution thermal sensors. - Marcos Lupión; Aurora Polo Rodríguez; Javier Medina Quero; Juan F. Sanjuan; Pilar M. Ortigosa (Expert Syst. Appl., 2022)

Using a Multi-GPU node to accelerate the training of Pix2Pix neural networks. - Marcos Lupión; Juan F. Sanjuan; Pilar Martínez Ortigosa (J. Supercomput., 2022)

Edge IoT System for Wearable Devices: Real-Time Data Processing, Inference, and Training for Activity Monitoring and Health Evaluation. - Marcos Lupión; Felipe Romero; Luis F. Romero; Juan F. Sanjuan; Pilar M. Ortigosa (UCAmI (2), 2023)

Accelerating neural network architecture search using multi-GPU high-performance computing. - Marcos Lupión; Nicolas C. Cruz; Juan F. Sanjuan; Ben Paechter; Pilar M. Ortigosa (J. Supercomput., 2023)

THPoseLite, a Lightweight Neural Network for Detecting Pose in Thermal Images. - Marcos Lupión; Vicente González Ruiz; Javier Medina Quero; Juan F. Sanjuan; Pilar M. Ortigosa (IEEE Internet Things J., 2023)

Enhancing Smart Home Accessibility for the Deaf Through Transformer-Based Sign Language Production and Avatars. - Marcos Lupión; J. Navarro-Lázaro; Vicente González Ruiz; Juan F. Sanjuan; Pilar M. Ortigosa (UCAmI, 2024)

Empowering the Disabled: Object Detection and Recognition for Enhanced Autonomy. - Marcos Lupión; Juan F. Sanjuan; Vicente González Ruiz; Pilar M. Ortigosa (UCAmI, 2024)

3D Human Pose Estimation from multi-view thermal vision sensors. - Marcos Lupión; Aurora Polo Rodríguez; Javier Medina Quero; Juan F. Sanjuan; Pilar M. Ortigosa (Inf. Fusion, 2024)

Privacy-aware fall detection and alert management in smart environments using multimodal devices. - Marcos Lupión; Vicente González Ruiz; Juan F. Sanjuan; Pilar M. Ortigosa (Internet Things, 2025)