Pachetti, E.; Colantonio, S. 3D-Vision-Transformer Stacking Ensemble for Assessing Prostate Cancer Aggressiveness from T2w Images. Bioengineering 2023, 10, 1015.

Vision transformers represent the cutting-edge topic in computer vision and are usually employed on two-dimensional data following a transfer learning approach. In this work, we propose a trained-from-scratch stacking ensemble of 3D-vision transformers...

L. Borgianni, S. Troia, D. Adami, G. Maier and S. Giordano, "From MPLS to SD-WAN to ensure QoS and QoE in cloud-based applications," 2023 IEEE 9th International Conference on Network Softwarization (NetSoft), Madrid, Spain, 2023

Quality of Service (QoS) and Quality of Experience (QoE) are the most relevant requirements for new advanced services comprising integrated cooperation between processing, storage, sensing, and transmission capabilities. As reliance on technology...

G. Meucci, F. Mancuso, E. Giusti, A. Kumar, S. Ghio and M. Martorella, "Point Cloud Transformer (PCT) for 3D-InISAR Automatic Target Recognition," 2023 IEEE Radar Conference (RadarConf23), San Antonio, TX, USA, 2023, pp. 1-6

2D-ISAR produces images that strictly depend on the geometry of the whole radar-target system and on the relative motion between radar and target. This poses some limits on the use of Automatic Target Recognition (ATR) systems. To overcome this issue,...

Donati, M.; Olivelli, M.; Giovannini, R.; Fanucci, L. "ECG-Based Stress Detection and Productivity Factors Monitoring: The Real-Time Production Factory System"

Productivity and production quality have become primary goals for the success of companies in all industrial and manufacturing sectors. Performance in terms of productivity is influenced by several factors including machinery efficiency, work...

Learning-Based Traffic Scheduling in Non-Stationary Multipath 5G Non-Terrestrial Networks

Actor-Critic Scheduling for Path-Aware Air-to-Ground Multipath Multimedia Delivery

G. Bacci, R. De Gaudenzi, M. Luise, L. Sanguinetti and E. Sebastiani, "Formation-of-Arrays Antenna Technology for High-Throughput Mobile Non-Terrestrial Networks," in IEEE Transactions on Aerospace and Electronic Systems, vol. 59, no. 5, Oct. 2023

Effective integration of terrestrial and non-terrestrial segments is one of the key research avenues in the design of current and future wireless communication networks. To this aim, modern communication-satellite constellations intend to attain...

W.-X. Long, Z. Tian, R. Chen and M. Moretti, "MEMS-Based Hybrid Mechanical-Electronic Beam Steering for THz OAM Communication Chips"

The terahertz (THz) wireless communication has attracted wide attention due to its broadband spectral resources, which are regarded as one of the cornerstones of next-generation wireless communication networks. Meanwhile, the radio frequency orbital...

O. Kassem, L. Pimpolari, C. Dun, D. K. Polyushkin, M. Zarattini, E. Dimaggio, L. Chen, G. Basso, F. Parenti, J. J. Urban, T. Mueller, G. Fiori, C. Casiraghi, "Water-based 2-dimensional anatase TiO2 inks for printed diodes and transistors"

Big Data Analytics: Marine Data as a Case Study

A. Kumar, E. Giusti, F. Mancuso, S. Ghio, A. Lupidi and M. Martorella, “Three-Dimensional Polarimetric InISAR Imaging of Non-Cooperative Targets,” in IEEE Transactions on Computational Imaging, vol. 9, pp. 210-223, 2023

A new Polarimetric Interferometry Inverse Synthetic Aperture Radar (Pol-InISAR) 3D imaging method for non-cooperative targets is proposed in this paper. 3D imaging of non-cooperative targets becomes possible by combining additional information of...

F. Mancuso, E. Giusti, A. Kumar, S. Ghio and M. Martorella, 'Comparative assessment of polarimetric features estimation in fully polarimetric 3D-ISAR imaging system', IET Conference Proceedings, 2022, p. 353-358

Fully polarimetric 3D-ISAR helps to achieve better three-dimensional reconstruction with respect to the single polarization 3D-ISAR approach. This is useful to obtain more populated point clouds and to improve the estimation of the interferometric...

Bresciani M., Tani S., Ruscio F., Zacchini L., Bartalucci L., Ridolfi A., Maurelli F., Costanzi R. (2022) Impact of Natural Gas Seeps on the Navigation of an Autonomous Underwater Vehicle. In 2022 IEEE/OES Autonomous Underwater Vehicles Symposium (AU

Ruscio F., Tani S., Bresciani M., Caiti A., Costanzi R. (2022) Visual-based Navigation Strategy for Autonomous Underwater Vehicles in Monitoring Scenarios. IFAC-PapersOnLine, 55(31), 369-374.

Tani S., Ruscio F., Bresciani M., Caiti A., Costanzi R. (2022) Stereo Vision System for Autono-mous Ship Hull Inspection. IFAC-PapersOnLine, 55(31), 375-380.

Tani S., Ruscio F., Bresciani M., Costanzi R., Caiti A. (2022) Visual Inspection of Underwater Structures using an AUV: A Preliminary Simulative Evaluation. 21st International Conference on Computer and IT Applications in the Maritime Industries COMP

Bazzarello L., Terracciano D., Manzari V., Bresciani M., Cannarsa F., Tesei A., Costanzi R., Cai-ti A., Stifani M. (2022). Remote Passive Acoustic Barrier with Maritime Unmanned Systems: Prelim-inary Tests During REPMUS-21. In Technology and Science

Bazzarello L., Pulpito O., Cannarsa F., Bresciani M., Costanzi R., Acito N., Diani M., Corsini G., Caiti A. (2022) Anomaly detection in Sonar images: application of saliency filters. In 2022 IEEE In-ternational workshop on Metrology for the sea, METR

Leonardi, L., Lettieri, G., Pellicci, G. eBPF-based Extensible Paravirtualization. ISC High Performance 2022 International Workshops. Lecture Notes in Computer Science, vol 13387. Springer, Cham.

High performance applications usually need to give many hints to the OS kernel regarding their needs. For example, CPU affinity is commonly used to pin processes to cores and avoid the cost of CPU migration, isolate performance critical tasks, bring...

J. L. Gustafson, M. Cococcioni, F. Rossi, E. Ruffaldi and S. Saponara "Decoding-free Two-Input Arithmetic for Low-Precision Real Numbers", CoNGA'23, accepted

Abstract: In this work, we present a novel method for directly computing functions of two real numbers using logic circuits without decoding; the real numbers are mapped to a particularly-chosen set of integer numbers. We theoretically prove that this...