Elenco Pubblicazioni - Publications (1524)
T. Pacini, E. Rapuano, L. Fanucci: “FPG-AI: A Technology-Independent Framework for the Automa-tion of CNN Deployment on FPGAs”, IEEE Access, March 2023
Written by TOMMASO PACINI
In recent years, Convolutional Neural Networks (CNNs) have demonstrated outstanding results in several emerging classification tasks. The high-quality predictions are often achieved with computationally intensive workloads that hinder the hardware acceleration of these models at…
LA De Santi, A Meloni, MF Santarelli, L Pistoia, A Spasiano, T Casini, MC Putti, L Cuccia, F Cademartiri, V Positano: "Left Ventricle Detection from Cardiac Magnetic Resonance Relaxometry Images Using Visual Transformer". Sensors (Basel). Mar. 2023
Written by LISA ANITA DE SANTI
Left Ventricle (LV) detection from Cardiac Magnetic Resonance (CMR) imaging is a fundamental step, preliminary to myocardium segmentation and characterization. This paper focuses on the application of a Visual Transformer (ViT), a novel neural network…
W.-X. Long, R. Chen, M. Moretti, W. Zhang, J. Li, "Joint OAM Radar-Communication Systems: Target Recognition and Beam Optimization"
Written by WEN-XUAN LONG
Abstrac: Orbital angular momentum (OAM) radars are able to estimate the azimuth angle and the rotation velocity of multiple targets without relative motion or beam scanning. Moreover, OAM wireless communications can achieve high spectral efficiency…
G. Marchello, E. Fontana, R. Giovanelli, F. Cannella, A. Traviglia: "Cultural Heritage Digital Preservation through AI-driven Robotics", The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences 2023
Written by ELEONORA FONTANA
Abstract This paper introduces a novel methodology developed for creating 3D models of archaeological artifacts that reduces the time and effort required by operators. The approach uses a simple vision system mounted on a robotic…
E. Fontana, M. Farajtabar, G. Marchello, M. Lahoud, H. Abidi, A. Meddahi, K. Baizid, M. D'Imperio, F. Cannella: "Wrinkle-Free Sewing with Robotics: The Future of Soft Material Manufacturing", Biomimetic and Biohybrid Systems Living Machines 2023
Written by ELEONORA FONTANA
Abstract Sewing flexible materials such as textiles and clothing can be challenging due to their tendency to wrinkle easily and their non-linear mechanical behaviour. Conventional methods in industrial plants are performed by workers and can…
