Marcos Lupión

19 papers Journal 9Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
A holistic approach for resource-constrained neural network architecture search.
Appl. Soft Comput.
Marcos Lupión, Nicolás C. Cruz, Eva M. Ortigosa, Pilar Martínez Ortigosa
2025 J jnl
Privacy-aware fall detection and alert management in smart environments using multimodal devices.
Internet Things
Marcos Lupión, Vicente González Ruiz, Juan F. Sanjuan, Pilar M. Ortigosa
2024 J jnl
3D Human Pose Estimation from multi-view thermal vision sensors.
Inf. Fusion
Marcos Lupión, Aurora Polo Rodríguez, Javier Medina Quero, Juan F. Sanjuan, Pilar M. Ortigosa
2024 J jnl
Data Augmentation for Human Activity Recognition With Generative Adversarial Networks.
IEEE J. Biomed. Health Informatics
Marcos Lupión, Federico Cruciani, Ian Cleland, Chris D. Nugent, Pilar M. Ortigosa
2024 — conf
Empowering the Disabled: Object Detection and Recognition for Enhanced Autonomy.
UCAmI
Marcos Lupión, Juan F. Sanjuan, Vicente González Ruiz, Pilar M. Ortigosa
2024 — conf
Enhancing Smart Home Accessibility for the Deaf Through Transformer-Based Sign Language Production and Avatars.
UCAmI
Marcos Lupión, J. Navarro-Lázaro, Vicente González Ruiz, Juan F. Sanjuan, Pilar M. Ortigosa
2024 — conf
On the Use of GPU Computing for Accelerating EEG Preprocessing.
Euro-Par (3)
F. Romero, Marcos Lupión, Nicolás C. Cruz, Luis F. Romero, Pilar Martínez Ortigosa
2023 J jnl
Accelerating neural network architecture search using multi-GPU high-performance computing.
J. Supercomput.
Marcos Lupión, Nicolas C. Cruz, Juan F. Sanjuan, Ben Paechter, Pilar M. Ortigosa
2023 — conf
Edge IoT System for Wearable Devices: Real-Time Data Processing, Inference, and Training for Activity Monitoring and Health Evaluation.
UCAmI (2)
Marcos Lupión, Felipe Romero, Luis F. Romero, Juan F. Sanjuan, Pilar M. Ortigosa
2023 J jnl
THPoseLite, a Lightweight Neural Network for Detecting Pose in Thermal Images.
IEEE Internet Things J.
Marcos Lupión, Vicente González Ruiz, Javier Medina Quero, Juan F. Sanjuan, Pilar M. Ortigosa
2022 — conf
Detection of Unconsciousness in Falls Using Thermal Vision Sensors.
ICR
Marcos Lupión, Vicente González Ruiz, Juan F. Sanjuan, Javier Medina Quero, Pilar M. Ortigosa
2022 — conf
Epilepsy Seizure Detection Using Low-Cost IoT Devices and a Federated Machine Learning Algorithm.
ISAmI
Marcos Lupión, Juan F. Sanjuan, Javier Medina Quero, Pilar Martínez Ortigosa
2022 — conf
Estimating Frontal Body Landmarks from Thermal Sensors Using Residual Neural Networks.
IWBBIO (1)
Aurora Polo Rodríguez, Marcos Lupión, Pilar M. Ortigosa, Javier Medina Quero
2022 — conf
On Optimizing the Structure of Neural Networks Through a Compact Codification of Their Architecture.
MIC
Marcos Lupión, Nicolás C. Cruz, Ben Paechter, Pilar M. Ortigosa
2022 J jnl
On the limits of Conditional Generative Adversarial Neural Networks to reconstruct the identification of inhabitants from IoT low-resolution thermal sensors.
Expert Syst. Appl.
Marcos Lupión, Aurora Polo Rodríguez, Javier Medina Quero, Juan F. Sanjuan, Pilar M. Ortigosa
2022 — conf
ThermalYOLO: A Person Detection Neural Network in Thermal Images for Smart Environments.
UCAmI
Marcos Lupión, Aurora Polo Rodríguez, Pilar M. Ortigosa, Javier Medina Quero
2022 J jnl
Using a Multi-GPU node to accelerate the training of Pix2Pix neural networks.
J. Supercomput.
Marcos Lupión, Juan F. Sanjuan, Pilar Martínez Ortigosa
2021 J jnl
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
Marcos Lupión, Javier Medina Quero, Juan F. Sanjuan, Pilar M. Ortigosa
2020 — conf
Deployment of an IoT Platform for Activity Recognition at the UAL's Smart Home.
ISAmI
Marcos Lupión, Juana López Redondo, Juan F. Sanjuan, Pilar Martínez Ortigosa