Marcos Lupión

According to our database, Marcos Lupión authored at least 15 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Data Augmentation for Human Activity Recognition With Generative Adversarial Networks.

Marcos Lupión, Federico Cruciani, Ian Cleland, Chris D. Nugent, Pilar M. Ortigosa

IEEE J. Biomed. Health Informatics, April, 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, April, 2024

On the Use of GPU Computing for Accelerating EEG Preprocessing.

F. Romero, Marcos Lupión, Nicolás C. Cruz, Luis F. Romero, Pilar Martínez Ortigosa

Proceedings of the Euro-Par 2024: Parallel Processing, 2024

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., September, 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., May, 2023

Edge IoT System for Wearable Devices: Real-Time Data Processing, Inference, and Training for Activity Monitoring and Health Evaluation.

Marcos Lupión, F. Romero, L. F. Romero, Juan F. Sanjuan, Pilar M. Ortigosa

Proceedings of the 15th International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2023), 2023

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

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

ThermalYOLO: A Person Detection Neural Network in Thermal Images for Smart Environments.

Marcos Lupión, Aurora Polo Rodríguez, Pilar M. Ortigosa, Javier Medina Quero

Proceedings of the International Conference on Ubiquitous Computing & Ambient Intelligence, 2022

Estimating Frontal Body Landmarks from Thermal Sensors Using Residual Neural Networks.

Aurora Polo Rodríguez, Marcos Lupión, Pilar M. Ortigosa, Javier Medina Quero

Proceedings of the Bioinformatics and Biomedical Engineering, 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

Proceedings of the Ambient Intelligence - Software and Applications, 2022

Detection of Unconsciousness in Falls Using Thermal Vision Sensors.

Marcos Lupión, Vicente González Ruiz, Juan F. Sanjuan, Javier Medina Quero, Pilar M. Ortigosa

Proceedings of the ICR'22 International Conference on Innovations in Computing Research, 2022

On Optimizing the Structure of Neural Networks Through a Compact Codification of Their Architecture.

Marcos Lupión, Nicolás C. Cruz, Ben Paechter, Pilar M. Ortigosa

Proceedings of the Metaheuristics - 14th International Conference, 2022

2021

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

2020

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

Proceedings of the Ambient Intelligence - Software and Applications, 2020