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Marcos Lupión
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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
M Lupión, J Medina-Quero, JF Sanjuan, PM Ortigosa
Sensors 21 (2), 405, 2021
162021
On the limits of Conditional Generative Adversarial Neural Networks to reconstruct the identification of inhabitants from IoT low-resolution thermal sensors
M Lupion, A Polo-Rodriguez, J Medina-Quero, JF Sanjuan, PM Ortigosa
Expert Systems with Applications 203, 117356, 2022
42022
Using a Multi-GPU node to accelerate the training of Pix2Pix neural networks
M Lupión, JF Sanjuan, PM Ortigosa
The Journal of Supercomputing 78 (10), 12224-12241, 2022
42022
Deployment of an IoT platform for activity recognition at the ual’s smart home
M Lupión, JL Redondo, JF Sanjuan, PM Ortigosa
International Symposium on Ambient Intelligence, 82-92, 2020
42020
3D Human Pose Estimation from multi-view thermal vision sensors
M Lupión, A Polo-Rodríguez, J Medina-Quero, JF Sanjuan, PM Ortigosa
Information Fusion 104, 102154, 2024
22024
Accelerating neural network architecture search using multi-GPU high-performance computing
M Lupión, NC Cruz, JF Sanjuan, B Paechter, PM Ortigosa
The Journal of Supercomputing 79 (7), 7609-7625, 2023
22023
THPoseLite, a Lightweight Neural Network for Detecting Pose in Thermal Images
M Lupión, V González-Ruiz, J Medina-Quero, JF Sanjuan, PM Ortigosa
IEEE Internet of Things Journal, 2023
22023
Artificial intelligence applied to teaching
JFS Estrada, NC Cruz, M Lupión, EM Garzón, PM Ortigosa
EDULEARN23 Proceedings, 2692-2701, 2023
22023
Detection of unconsciousness in falls using thermal vision sensors
M Lupión, V González-Ruiz, JF Sanjuan, J Medina-Quero, PM Ortigosa
The International Conference on Innovations in Computing Research, 3-12, 2022
22022
Estimating frontal body landmarks from thermal sensors using residual neural networks
A Polo-Rodríguez, M Lupión, PM Ortigosa, J Medina-Quero
International Work-Conference on Bioinformatics and Biomedical Engineering …, 2022
22022
LOW-COST CHIP PROGRAMMING FOR TEACHING AND LEARNING DIGITAL SKILLS
NC Cruz, JFS Estrada, M Lupión, EM Garzón, PM Ortigosa
EDULEARN23 Proceedings, 2662-2671, 2023
12023
Epilepsy Seizure Detection Using Low-Cost IoT Devices and a Federated Machine Learning Algorithm
M Lupión, JF Sanjuan, J Medina-Quero, PM Ortigosa
International Symposium on Ambient Intelligence, 229-238, 2022
12022
Data augmentation for Human Activity Recognition with Generative Adversarial Networks
M Lupion, F Cruciani, I Cleland, C Nugent, PM Ortigosa
IEEE Journal of Biomedical and Health Informatics, 2024
2024
Edge IoT System for Wearable Devices: Real-Time Data Processing, Inference, and Training for Activity Monitoring and Health Evaluation
M Lupión, F Romero, LF Romero, JF Sanjuan, PM Ortigosa
International Conference on Ubiquitous Computing and Ambient Intelligence …, 2023
2023
Accelerating Epilepsy Diagnosis and Prediction on EEG Signals with GPU-Based Frequency Domain Analysis and Resampling.
F Romero, M Lupión, LF Romero, JF Sanjuan, PM Ortigosa
2023
Fall Detection in Smart Environments: A Comparative Study between Thermal Cameras and IMU-based Devices
PM Ortigosa
IWANN INTERNATIONAL WORK CONFERENCE ON ARTIFICIAL NEURAL NETWORKS JUNE 19-21 …, 2023
2023
DOMOTIC-BASED SETUPS USING A RASPBERRY PI TO INCREASE INTEREST IN COMPUTER ENGINEERING
G Ortega, JJ Moreno, EM Garzón, FJ Orts, LM Donaire, LO López, ...
ICERI2023 Proceedings, 8472-8477, 2023
2023
TEAMWORK USING COLAB NOTEBOOKS IN THE CLOUD
JFS Estrada, NC Cruz, M Lupión, EM Garzón, PM Ortigosa
EDULEARN23 Proceedings, 2710-2718, 2023
2023
ThermalYOLO: A Person Detection Neural Network in Thermal Images for Smart Environments
M Lupión, A Polo-Rodríguez, PM Ortigosa, J Medina-Quero
International Conference on Ubiquitous Computing and Ambient Intelligence …, 2022
2022
On Optimizing the Structure of Neural Networks Through a Compact Codification of Their Architecture
M Lupión, NC Cruz, B Paechter, PM Ortigosa
Metaheuristics International Conference, 133-142, 2022
2022
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