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FRESTA, MATTEO

FRESTA, MATTEO  

100024 - Dipartimento di Ingegneria civile, chimica e ambientale  

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Titolo Data di pubblicazione Autore(i) File
A Deployment-Oriented Simulation Framework for Deep Learning-Based Lane Change Prediction 1-gen-2026 Forneris, L.; Berta, R.; Fresta, M.; Lazzaroni, L.; Rojhan, H.; Oh, C.; Pighetti, A.; Ballout, H.; Tango, F.; Bellotti, F.
A Synthetic Dataset Generator for Automotive Overtaking Maneuver Detection 1-gen-2024 Forneris, L.; Berta, R.; Capello, A.; Cossu, M.; Fresta, M.; Tango, F.; Bellotti, F.
An Embedded System Architecture for Robust Deep Learning-based Traffic Light Detection 1-gen-2025 Lazzaroni, Luca; Bellotti, Francesco; Pighetti, Alessandro; Forneris, Luca; Fresta, Matteo; Ballout, Hadi; Oh, Changjae; Pantawane, Sanwardhini; Berta, Riccardo
Arduino Nano-Based System for Tennis Shot Classification 1-gen-2024 Dabbous, A.; Fresta, M.; Bellotti, F.; Berta, R.
Assessing a Measurement-Oriented Data Management Framework in Energy IoT Applications 1-gen-2025 Dhungana, H.; Bellotti, F.; Fresta, M.; Dhungana, P.; Berta, R.
Binary Neural Networks for Real-Time Structural Health Monitoring on Edge Devices 1-gen-2025 Dabbous, A.; Lazzaroni, L.; Sakr, F.; Berta, R.; Fresta, M.; Bellotti, F.
Bringing Intelligence to the Edge for Structural Health Monitoring: The Case Study of the Z24 Bridge 1-gen-2024 Dabbous, A.; Berta, R.; Fresta, M.; Ballout, H.; Lazzaroni, L.; Bellotti, F.
Classification of Skiing Techniques on Embedded System 1-gen-2025 Fresta, M.; Bellotti, F.; Capello, A.; Cossu, M.; Forneris, L.; Berta, R.
Deep Learning-Based Real-Time Driver Cognitive Distraction Detection 1-gen-2025 Fresta, Matteo; Bellotti, Francesco; Bochenko, Igor; Lazzaroni, Luca; Merlhiot, Gaëtan; Tango, Fabio; Berta, Riccardo
Efficient Uploading of.Csv Datasets into a Non-Relational Database Management System 1-gen-2023 Fresta, M.; Bellotti, F.; Capello, A.; Cossu, M.; Lazzaroni, L.; De Gloria, A.; Berta, R.
End-to-End Dataset Collection System for Sport Activities 1-gen-2024 Fresta, Matteo; Bellotti, Francesco; Capello, Alessio; Dabbous, Ali; Lazzaroni, Luca; Ansovini, Flavio; Berta, Riccardo
Enhancing the Measurify IoT data management platform with high performance, edge-optimized deep learning models for time series processing 26-mag-2026 Fresta, Matteo
Enhancing μNAS for 1D CNNs on Microcontrollers 1-gen-2025 Capello, A.; Berta, R.; Ballout, H.; Fresta, M.; Soltanmuradov, V.; Bellotti, F.
Exploiting Big Data for Experiment Reporting: The Hi-Drive Collaborative Research Project Case 1-gen-2023 Capello, Alessio; Fresta, Matteo; Bellotti, Francesco; Haghighi, Hamed; Hiller, Johannes; Mozaffari, Sajjad; Berta, Riccardo
Investigating Adversarial Policy Learning for Robust Agents in Automated Driving Highway Simulations 1-gen-2024 Pighetti, A.; Bellotti, F.; Oh, C.; Lazzaroni, L.; Forneris, L.; Fresta, M.; Berta, R.
Leveraging Neural Architecture Search for Structural Health Monitoring on Resource-Constrained Devices 1-gen-2025 Capello, A.; Berta, R.; Fresta, M.; Lazzaroni, L.; Bellotti, F.
Low-Cost, Edge-Cloud, End-to-End System Architecture for Human Activity Data Collection 1-gen-2024 Fresta, M.; Dabbous, A.; Bellotti, F.; Capello, A.; Lazzaroni, L.; Pighetti, A.; Berta, R.
Neural Architecture for Tennis Shot Classification on Embedded System 1-gen-2024 Dabbous, A.; Fresta, M.; Bellotti, F.; Berta, R.
On-Board Deployability of a Deep Learning-Based System for Distraction and Inattention Detection 1-gen-2025 Fresta, M.; Bellotti, F.; Lazzaroni, L.; Ballout, H.; Pighetti, A.; Ameneiro-Prieto, O.; Porta-Lorenzo, M.; Sanchez-Louzan, D.; Gonzalez-Escudeiro, C.; Tango, F.; Berta, R.
Performance Comparison of YOLOv8 and YOLOv10 for Traffic Light Detection on a Jetson Nano Board 1-gen-2025 Ballout, H.; Berta, R.; Dabbous, A.; Fresta, M.; Lazzaroni, L.; Pighetti, A.; Bellotti, F.