Pubblicazioni

An Effective Framework for Deep-Learning-Enhanced Quantitative Microwave Imaging and Its Potential for Medical Applications

2023 - SENSORS
Yago Ruiz, Álvaro; Cavagnaro, Marta; Crocco, Lorenzo

A U-Net Based Architecture for Automatic Music Transcription

2023 - 2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP)
Scarpiniti, Michele; Sigismondi, Edoardo; Comminiello, Danilo; Uncini, Aurelio

A Physics-Assisted Deep Learning Microwave Imaging Framework for Real-time Shape Reconstruction of Unknown Targets

2022 - IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION
Ruiz, A. Y.; Cavagnaro, M.; Crocco, L.

A Deep Learning Pipeline to Automate High-Resolution Arterial Segmentation With or Without Intravenous Contrast

2022 - ANNALS OF SURGERY
Chandrashekar, Anirudh; Handa, Ashok; Shivakumar, Natesh; Lapolla, Pierfrancesco; Uberoi, Raman; Grau, Vicente; Lee, Regent

Automatic crack detection on road pavements using encoder-decoder architecture

2020 - MATERIALS
Fan, Z.; Li, C.; Chen, Y.; Wei, J.; Loprencipe, G.; Chen, X.; Di Mascio, P.

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