FRESTA, MATTEO
FRESTA, MATTEO
100024 - Dipartimento di Ingegneria civile, chimica e ambientale
A Synthetic Dataset Generator for Automotive Overtaking Maneuver Detection
2024-01-01 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
2025-01-01 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
2024-01-01 Dabbous, A.; Fresta, M.; Bellotti, F.; Berta, R.
Binary Neural Networks for Real-Time Structural Health Monitoring on Edge Devices
2025-01-01 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
2024-01-01 Dabbous, A.; Berta, R.; Fresta, M.; Ballout, H.; Lazzaroni, L.; Bellotti, F.
Classification of Skiing Techniques on Embedded System
2025-01-01 Fresta, M.; Bellotti, F.; Capello, A.; Cossu, M.; Forneris, L.; Berta, R.
Deep Learning-Based Real-Time Driver Cognitive Distraction Detection
2025-01-01 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
2023-01-01 Fresta, M.; Bellotti, F.; Capello, A.; Cossu, M.; Lazzaroni, L.; De Gloria, A.; Berta, R.
End-to-End Dataset Collection System for Sport Activities
2024-01-01 Fresta, Matteo; Bellotti, Francesco; Capello, Alessio; Dabbous, Ali; Lazzaroni, Luca; Ansovini, Flavio; Berta, Riccardo
Enhancing μNAS for 1D CNNs on Microcontrollers
2025-01-01 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
2023-01-01 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
2024-01-01 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
2025-01-01 Capello, A.; Berta, R.; Fresta, M.; Lazzaroni, L.; Bellotti, F.
Low-Cost, Edge-Cloud, End-to-End System Architecture for Human Activity Data Collection
2024-01-01 Fresta, M.; Dabbous, A.; Bellotti, F.; Capello, A.; Lazzaroni, L.; Pighetti, A.; Berta, R.
Neural Architecture for Tennis Shot Classification on Embedded System
2024-01-01 Dabbous, A.; Fresta, M.; Bellotti, F.; Berta, R.
On-Board Deployability of a Deep Learning-Based System for Distraction and Inattention Detection
2025-01-01 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
2025-01-01 Ballout, H.; Berta, R.; Dabbous, A.; Fresta, M.; Lazzaroni, L.; Pighetti, A.; Bellotti, F.
Setting Up a Lightweight Simulation Environment for Automated Driving Dataset Collection
2025-01-01 Forneris, Luca; Bellotti, Francesco; Berta, Riccardo; Cossu, Marianna; Fresta, Matteo; Rezaieamale, Raziye; Rojhan, Hadise; Soltanmuradov, Vafali; Tango, Fabio; Lazzaroni, Luca
Supporting a .csv-based Workflow in MongoDB for Data Analysts
2023-01-01 Fresta, M.; Capello, A.; Bellotti, F.; Lazzaroni, L.; Cossu, M.; Berta, R.
YoloP-Based Pre-processing for Driving Scenario Detection
2024-01-01 Cossu, M.; Berta, R.; Forneris, L.; Fresta, M.; Lazzaroni, L.; Sauvaget, J. -L.; Bellotti, F.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| 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. | |
| 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 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. | |
| Setting Up a Lightweight Simulation Environment for Automated Driving Dataset Collection | 1-gen-2025 | Forneris, Luca; Bellotti, Francesco; Berta, Riccardo; Cossu, Marianna; Fresta, Matteo; Rezaieamale, Raziye; Rojhan, Hadise; Soltanmuradov, Vafali; Tango, Fabio; Lazzaroni, Luca | |
| Supporting a .csv-based Workflow in MongoDB for Data Analysts | 1-gen-2023 | Fresta, M.; Capello, A.; Bellotti, F.; Lazzaroni, L.; Cossu, M.; Berta, R. | |
| YoloP-Based Pre-processing for Driving Scenario Detection | 1-gen-2024 | Cossu, M.; Berta, R.; Forneris, L.; Fresta, M.; Lazzaroni, L.; Sauvaget, J. -L.; Bellotti, F. |