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 | 17 | 2021 |
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 | 5 | 2022 |
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 | 4 | 2022 |
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 | 4 | 2020 |
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 | 3 | 2024 |
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 | 2 | 2023 |
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 | 2 | 2023 |
Artificial intelligence applied to teaching JFS Estrada, NC Cruz, M Lupión, EM Garzón, PM Ortigosa EDULEARN23 Proceedings, 2692-2701, 2023 | 2 | 2023 |
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 | 2 | 2022 |
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 | 2 | 2022 |
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 | 1 | 2023 |
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 | 1 | 2022 |
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 |