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Elenco Pubblicazioni - Publications (1272)

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

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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…
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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

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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…
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W.-X. Long, R. Chen, M. Moretti, W. Zhang, J. Li, "Joint OAM Radar-Communication Systems: Target Recognition and Beam Optimization"

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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…
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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

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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…
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E. Pagani, N. Corsinovi, M. Bertolucci and L. Fanucci, "Design and FPGA implementation of a high-speed transposed Farrow structure for arbitrary resampling in digital receivers,"18th PRIME Conference, Valencia, Spain, 2023, pp. 373-376

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Abstract: Sample rate conversion is a fundamental operation performed in the digital front-end of software-defined radio and all-digital receivers. Within this context, polynomial-based filters, such as the Farrow structure and its variants, are a sound…
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