Daniele Berardini

19 papers C 1Journal 10Unranked 8
YearRankTypeTitle / Venue / Authors
2025 — conf
A Modular and Efficient Framework for the Development of Large Language Model-Based Virtual Humans: An Educational Scenario.
ICIAP (Workshops 1)
Michele Giordano, Daniele Berardini, Emanuele Frontoni, Primo Zingaretti, Lorenzo Stacchio
2025 J jnl
Edge artificial intelligence and super-resolution for enhanced weapon detection in video surveillance.
Eng. Appl. Artif. Intell.
Daniele Berardini, Lucia Migliorelli, Alessandro Galdelli, Manuel J. Marín-Jiménez
2025 J jnl
Improving real-time detection of laryngeal lesions in endoscopic images using a decoupled super-resolution enhanced YOLO.
Comput. Methods Programs Biomed.
Chiara Baldini, Lucia Migliorelli, Daniele Berardini, Muhammad Adeel Azam, Claudio Sampieri, Alessandro Ioppi, Rakesh Srivastava, Giorgio Peretti, Leonardo S. Mattos
2025 J jnl
Online Knowledge Distillation and Deep Supervision in HRNet: Green AI for Preterm Infants' Pose Estimation.
ACM Trans. Comput. Heal.
Alessandro Cacciatore, Daniele Berardini, Vito Scaraggi, Adriano Mancini, Sara Moccia, Lucia Migliorelli
2024 — conf
A Monitoring Support System Based on HRNet+DEKR for Neonatal Intensive Care Units.
BMVC Workshops
Greta Di Marino, Lucia Migliorelli, Sara Moccia, Matteo Lorenzo Bramucci, Jacopo Carpaneto, Alessandro Cacciatore, Daniele Berardini
2024 J jnl
A deep-learning framework running on edge devices for handgun and knife detection from indoor video-surveillance cameras.
Multim. Tools Appl.
Daniele Berardini, Lucia Migliorelli, Alessandro Galdelli, Emanuele Frontoni, Adriano Mancini, Sara Moccia
2024 J jnl
A preliminary study on continual learning in computer vision using Kolmogorov-Arnold Networks.
CoRR
Alessandro Cacciatore, Valerio Morelli, Federica Paganica, Emanuele Frontoni, Lucia Migliorelli, Daniele Berardini
2024 — conf
Benchmark Analysis of YOLOv8 for Edge AI Video-Surveillance Applications.
MESA
Daniele Berardini, Lucia Migliorelli, Lorenzo Cardoni, Christian Parente, Alessandro Rongoni, Daniele Sergiacomi, Adriano Mancini
2024 — conf
Edge-AI for Buoy Detection and Mussel Farming: A Comparative Study of YOLO Frameworks.
MESA
Gagan Narang, Daniele Berardini, Rocco Pietrini, Anna Nora Tassetti, Adriano Mancini, Alessandro Galdelli
2023 — conf
A preliminary study on self-care telemonitoring of dysarthria in spinal muscular atrophy.
EMBC
Lucia Migliorelli, Sara Moccia, Daniele Berardini, Emanuele Frontoni, Michela Coccia, Laura Villani, Andrea Bandini
2023 J jnl
A store-and-forward cloud-based telemonitoring system for automatic assessing dysarthria evolution in neurological diseases from video-recording analysis.
Comput. Biol. Medicine
Lucia Migliorelli, Daniele Berardini, Kevin Cela, Michela Coccia, Laura Villani, Emanuele Frontoni, Sara Moccia
2023 J jnl
A store-and-forward cloud-based telemonitoring system for automatic assessing dysarthria evolution in neurological diseases from video-recording analysis.
CoRR
Lucia Migliorelli, Daniele Berardini, Kevin Cela, Michela Coccia, Laura Villani, Emanuele Frontoni, Sara Moccia
2023 J jnl
Deep learning-based approaches for human motion decoding in smart walkers for rehabilitation.
CoRR
Carolina Gonçalves, João M. Lopes, Sara Moccia, Daniele Berardini, Lucia Migliorelli, Cristina P. Santos
2023 J jnl
Deep learning-based approaches for human motion decoding in smart walkers for rehabilitation.
Expert Syst. Appl.
Carolina Gonçalves, João M. Lopes, Sara Moccia, Daniele Berardini, Lucia Migliorelli, Cristina P. Santos
2023 J jnl
TwinEDA: a sustainable deep-learning approach for limb-position estimation in preterm infants' depth images.
Medical Biol. Eng. Comput.
Lucia Migliorelli, Alessandro Cacciatore, Valeria Ottaviani, Daniele Berardini, Raffaele L. Dellacà, Emanuele Frontoni, Sara Moccia
2022 — conf
Benchmarking of Dual-Step Neural Networks for Detection of Dangerous Weapons on Edge Devices.
MESA
Daniele Berardini, Alessandro Galdelli, Adriano Mancini, Primo Zingaretti
2022 — conf
Some Ethical Remarks on Deep Learning-Based Movements Monitoring for Preterm Infants: Green AI or Red AI?
ICIAP Workshops
Alessandro Cacciatore, Lucia Migliorelli, Daniele Berardini, Simona Tiribelli, Stefano Pigliapoco, Sara Moccia
2021 — conf
Asymmetric Three-dimensional Convolutions For Preterm Infants' Pose Estimation.
EMBC
Lucia Migliorelli, Daniele Berardini, Francesca Rossini, Emanuele Frontoni, Virginio Paolo Carnielli, Sara Moccia
2020 C conf
Evaluating the autonomy of children with autism spectrum disorder in washing hands: a deep-learning approach.
ISCC
Daniele Berardini, Lucia Migliorelli, Sara Moccia, Marcello Naldini, Gioia De Angelis, Emanuele Frontoni