Marcos Lupión

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Wearable Devices

Person Detection

Activity Recognition

Top Venues

J. Supercomput.

IEEE J. Biomed. Health Informatics

Publications

Marcos Lupión, Aurora Polo Rodríguez, Javier Medina Quero, Juan F. Sanjuan, Pilar M. Ortigosa
3D Human Pose Estimation from multi-view thermal vision sensors. Inf. Fusion 104 (2024)
Marcos Lupión, Federico Cruciani, Ian Cleland, Chris D. Nugent, Pilar M. Ortigosa
Data Augmentation for Human Activity Recognition With Generative Adversarial Networks. IEEE J. Biomed. Health Informatics 28 (4) (2024)
Marcos Lupión, Nicolas C. Cruz, Juan F. Sanjuan, Ben Paechter, Pilar M. Ortigosa
Accelerating neural network architecture search using multi-GPU high-performance computing. J. Supercomput. 79 (7) (2023)
Marcos Lupión, F. Romero, L. F. Romero, Juan F. Sanjuan, Pilar M. Ortigosa
Edge IoT System for Wearable Devices: Real-Time Data Processing, Inference, and Training for Activity Monitoring and Health Evaluation. UCAmI (2) (2023)
Marcos Lupión, Vicente González Ruiz, Javier Medina Quero, Juan F. Sanjuan, Pilar M. Ortigosa
THPoseLite, a Lightweight Neural Network for Detecting Pose in Thermal Images. IEEE Internet Things J. 10 (17) (2023)
Marcos Lupión, Nicolás C. Cruz, Ben Paechter, Pilar M. Ortigosa
On Optimizing the Structure of Neural Networks Through a Compact Codification of Their Architecture. MIC (2022)
Marcos Lupión, Juan F. Sanjuan, Pilar Martínez Ortigosa
Using a Multi-GPU node to accelerate the training of Pix2Pix neural networks. J. Supercomput. 78 (10) (2022)
Marcos Lupión, Aurora Polo Rodríguez, Pilar M. Ortigosa, Javier Medina Quero
ThermalYOLO: A Person Detection Neural Network in Thermal Images for Smart Environments. UCAmI (2022)
Aurora Polo Rodríguez, Marcos Lupión, Pilar M. Ortigosa, Javier Medina Quero
Estimating Frontal Body Landmarks from Thermal Sensors Using Residual Neural Networks. IWBBIO (1) (2022)
Marcos Lupión, Vicente González Ruiz, Juan F. Sanjuan, Javier Medina Quero, Pilar M. Ortigosa
Detection of Unconsciousness in Falls Using Thermal Vision Sensors. ICR (2022)
Marcos Lupión, Juan F. Sanjuan, Javier Medina Quero, Pilar Martínez Ortigosa
Epilepsy Seizure Detection Using Low-Cost IoT Devices and a Federated Machine Learning Algorithm. ISAmI (2022)
Marcos Lupión, Aurora Polo Rodríguez, Javier Medina Quero, Juan F. Sanjuan, Pilar M. Ortigosa
On the limits of Conditional Generative Adversarial Neural Networks to reconstruct the identification of inhabitants from IoT low-resolution thermal sensors. Expert Syst. Appl. 203 (2022)
Marcos Lupión, Javier Medina Quero, Juan F. Sanjuan, Pilar M. Ortigosa
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. Sensors 21 (2) (2021)
Marcos Lupión, Juana López Redondo, Juan F. Sanjuan, Pilar Martínez Ortigosa
Deployment of an IoT Platform for Activity Recognition at the UAL's Smart Home. ISAmI (2020)