IIT Publications Search

Pubblicazioni
2027
Morelli V., Berardini D., Letti G., Curreli S., Mancini A., Fellin T., Murino V.
Freq2Clean: Enhancing Calcium Imaging Denoising via Frequency-Domain Fusion
Lecture Notes in Computer Science, vol. 16823 LNCS, pp. 657-671
DOI 10.1007/978-3-032-31920-3_44 Conference Paper Book Series
2026
Berardini D., Pastore V. P., Murino V.
Distribution Alignment for One-Shot Federated Learning via Optimal Transport
43th International Conference on Machine Learning, ICML 2026
Conference Paper Conference
2026
Qi Xuan X., Berardini D., Serez D., Paolo Pastore V., Murino V.
VT-DUDA: Visual Token Conditioning for Diffusion-guided Unsupervised Domain Adaptation
Transactions on Machine Learning Research, vol. 2026-June
Article Journal
2025
Berardini D., Migliorelli L., Galdelli A., Marin-Jimenez M.J.
Edge artificial intelligence and super-resolution for enhanced weapon detection in video surveillance
Engineering Applications of Artificial Intelligence, vol. 140
DOI 10.1016/j.engappai.2024.109684 Article Journal
2025
Baldini C., Migliorelli L., Berardini D., Azam M.A., Sampieri C., Ioppi A., Srivastava R., Peretti G., Mattos L.S.
Improving real-time detection of laryngeal lesions in endoscopic images using a decoupled super-resolution enhanced YOLO
Computer Methods and Programs in Biomedicine, vol. 260
DOI 10.1016/j.cmpb.2024.108539 Article Journal
2025
Cacciatore A., Berardini D., Scaraggi V., Mancini A., Moccia S., Migliorelli L.
Online Knowledge Distillation and Deep Supervision in HRNet: Green AI for Preterm Infants’ Pose Estimation
ACM Transactions on Computing for Healthcare, vol. 6, (no. 4)
DOI 10.1145/3757067 Article Journal
2024
Berardini D., Migliorelli L., Galdelli A., Frontoni E., Mancini A., Moccia S.
A deep-learning framework running on edge devices for handgun and knife detection from indoor video-surveillance cameras
Multimedia Tools and Applications, vol. 83, (no. 7), pp. 19109-19127
DOI 10.1007/s11042-023-16231-x Article Journal
2024
Berardini D., Migliorelli L., Cardoni L., Parente C., Rongoni A., Sergiacomi D., Mancini A.
Benchmark Analysis of YOLOv8 for Edge AI Video-Surveillance Applications
MESA 2024 - 20th International Conference on Mechatronic, Embedded Systems and Applications, Proceedings
DOI 10.1109/MESA61532.2024.10704889 Conference Paper Conference
2024
Narang G., Berardini D., Pietrini R., Tassetti A.N., Mancini A., Galdelli A.
Edge-AI for Buoy Detection and Mussel Farming: A Comparative Study of YOLO Frameworks
MESA 2024 - 20th International Conference on Mechatronic, Embedded Systems and Applications, Proceedings
DOI 10.1109/MESA61532.2024.10704814 Conference Paper Conference
2023
Migliorelli L., Moccia S., Berardini D., Frontoni E., Coccia M., Villani L., Bandini A.
A preliminary study on self-care telemonitoring of dysarthria in spinal muscular atrophy
Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
DOI 10.1109/EMBC40787.2023.10340908 Conference Paper Conference
2023
Migliorelli L., Berardini D., Cela K., Coccia M., Villani L., Frontoni E., Moccia S.
A store-and-forward cloud-based telemonitoring system for automatic assessing dysarthria evolution in neurological diseases from video-recording analysis
Computers in Biology and Medicine, vol. 163
DOI 10.1016/j.compbiomed.2023.107194 Article Journal
2023
Goncalves C., Lopes J.M., Moccia S., Berardini D., Migliorelli L., Santos C.P.
Deep learning-based approaches for human motion decoding in smart walkers for rehabilitation
Expert Systems with Applications, vol. 228
DOI 10.1016/j.eswa.2023.120288 Article Journal
2023
Migliorelli L., Cacciatore A., Ottaviani V., Berardini D., Dellaca' R.L., Frontoni E., Moccia S.
TwinEDA: a sustainable deep-learning approach for limb-position estimation in preterm infants’ depth images
Medical and Biological Engineering and Computing, vol. 61, (no. 2), pp. 387-397
DOI 10.1007/s11517-022-02696-9 Article Journal
2022
Berardini D., Galdelli A., Mancini A., Zingaretti P.
Benchmarking of Dual-Step Neural Networks for Detection of Dangerous Weapons on Edge Devices
MESA 2022 - 18th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications, Proceedings
DOI 10.1109/MESA55290.2022.10004469 Conference Paper Conference
2022
Cacciatore A., Migliorelli L., Berardini D., Tiribelli S., Pigliapoco S., Moccia S.
Some Ethical Remarks on Deep Learning-Based Movements Monitoring for Preterm Infants: Green AI or Red AI?
Lecture Notes in Computer Science, vol. 13374 LNCS, pp. 165-175
DOI 10.1007/978-3-031-13324-4_15 Conference Paper Book Series
2021
Migliorelli L., Berardini D., Rossini F., Frontoni E., Carnielli V., Moccia S.
Asymmetric Three-dimensional Convolutions for Preterm Infants' Pose Estimation
Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings, vol. 2021-January, pp. 3021-3024
DOI 10.1109/EMBC46164.2021.9630216 Conference Paper Conference
2021
Berardini D., Mancini A., Zingaretti P., Moccia S.
EDGE artificial intelligence: A multi-camera video surveillance application
Proceedings of the ASME Design Engineering Technical Conference, vol. 7
DOI 10.1115/DETC2021-70738 Conference Paper Conference
2020
Berardini D., Migliorelli L., Moccia S., Naldini M., Angelis G.D., Frontoni E.
Evaluating the autonomy of children with autism spectrum disorder in washing hands: A deep-learning approach
Proceedings - International Symposium on Computers and Communications, vol. 2020-July
DOI 10.1109/ISCC50000.2020.9219648 Conference Paper Conference