Daniele Berardini

According to our database, Daniele Berardini authored at least 14 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2025

Edge artificial intelligence and super-resolution for enhanced weapon detection in video surveillance.

Daniele Berardini, Lucia Migliorelli, Alessandro Galdelli, Manuel J. Marín-Jiménez

Eng. Appl. Artif. Intell., 2025

Improving real-time detection of laryngeal lesions in endoscopic images using a decoupled super-resolution enhanced YOLO.

Chiara Baldini, Lucia Migliorelli, Daniele Berardini, Muhammad Adeel Azam, Claudio Sampieri, Alessandro Ioppi, Rakesh Srivastava, Giorgio Peretti, Leonardo S. Mattos

Comput. Methods Programs Biomed., 2025

2024

A deep-learning framework running on edge devices for handgun and knife detection from indoor video-surveillance cameras.

Daniele Berardini, Lucia Migliorelli, Alessandro Galdelli, Emanuele Frontoni, Adriano Mancini, Sara Moccia

Multim. Tools Appl., 2024

A preliminary study on continual learning in computer vision using Kolmogorov-Arnold Networks.

Alessandro Cacciatore, Valerio Morelli, Federica Paganica, Emanuele Frontoni, Lucia Migliorelli, Daniele Berardini

CoRR, 2024

Edge-AI for Buoy Detection and Mussel Farming: A Comparative Study of YOLO Frameworks.

Gagan Narang, Daniele Berardini, Rocco Pietrini, Anna Nora Tassetti, Adriano Mancini, Alessandro Galdelli

Proceedings of the 20th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications, 2024

Benchmark Analysis of YOLOv8 for Edge AI Video-Surveillance Applications.

Daniele Berardini, Lucia Migliorelli, Lorenzo Cardoni, Christian Parente, Alessandro Rongoni, Daniele Sergiacomi, Adriano Mancini

Proceedings of the 20th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications, 2024

2023

Deep learning-based approaches for human motion decoding in smart walkers for rehabilitation.

Carolina Gonçalves, João M. Lopes, Sara Moccia, Daniele Berardini, Lucia Migliorelli, Cristina P. Santos

Expert Syst. Appl., October, 2023

A store-and-forward cloud-based telemonitoring system for automatic assessing dysarthria evolution in neurological diseases from video-recording analysis.

Lucia Migliorelli, Daniele Berardini, Kevin Cela, Michela Coccia, Laura Villani, Emanuele Frontoni, Sara Moccia

Comput. Biol. Medicine, September, 2023

TwinEDA: a sustainable deep-learning approach for limb-position estimation in preterm infants' depth images.

Lucia Migliorelli, Alessandro Cacciatore, Valeria Ottaviani, Daniele Berardini, Raffaele L. Dellacà, Emanuele Frontoni, Sara Moccia

Medical Biol. Eng. Comput., February, 2023

A preliminary study on self-care telemonitoring of dysarthria in spinal muscular atrophy.

Lucia Migliorelli, Sara Moccia, Daniele Berardini, Emanuele Frontoni, Michela Coccia, Laura Villani, Andrea Bandini

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Benchmarking of Dual-Step Neural Networks for Detection of Dangerous Weapons on Edge Devices.

Daniele Berardini, Alessandro Galdelli, Adriano Mancini, Primo Zingaretti

Proceedings of the 18th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications, 2022

Some Ethical Remarks on Deep Learning-Based Movements Monitoring for Preterm Infants: Green AI or Red AI?

Alessandro Cacciatore, Lucia Migliorelli, Daniele Berardini, Simona Tiribelli, Stefano Pigliapoco, Sara Moccia

Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

2021

Asymmetric Three-dimensional Convolutions For Preterm Infants' Pose Estimation.

Lucia Migliorelli, Daniele Berardini, Francesca Rossini, Emanuele Frontoni, Virginio Paolo Carnielli, Sara Moccia

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Evaluating the autonomy of children with autism spectrum disorder in washing hands: a deep-learning approach.

Daniele Berardini, Lucia Migliorelli, Sara Moccia, Marcello Naldini, Gioia De Angelis, Emanuele Frontoni

Proceedings of the IEEE Symposium on Computers and Communications, 2020