LUIGI SIGILLO

PhD Student

PhD program:: XXXVII
email: luigi.sigillo@uniroma1.it
phone: +390644585495
building: San Pietro in Vincoli (DIET) – Palazzina B - RM032
room: 1° piano (floor) – n. 102 (ISPAMM Lab)




advisor: prof. Danilo Comminiello

Research: Generative Deep Learning in the Hypercomplex Domain for High Energy Efficiency Artificial Intelligence Applications

Research Topic: Impulse radio and UWB communications in 5G
Curriculum: Curriculum in Information and Communication Engineering

Ph.D. start date : November 2021
Ph.D. Advisory Board: prof. Aurelio Uncini, prof. Debora Pastina, prof. Marco Polverini


Research products

11573/1723593 - 2024 - Ship in sight: diffusion models for ship-image super resolution
Sigillo, L.; Gramaccioni, R. F.; Nicolosi, A.; Comminiello, D. - 04b Atto di convegno in volume
conference: 2024 International Joint Conference on Neural Networks, IJCNN 2024 (Yokohama; Japan)
book: Proceedings of the International Joint Conference on Neural Networks - (9798350359312)

11573/1693469 - 2023 - GROUSE. A task and model agnostic wavelet-driven framework for medical imaging
Grassucci, Eleonora; Sigillo, Luigi; Uncini, Aurelio; Comminiello, Danilo - 01a Articolo in rivista
paper: IEEE SIGNAL PROCESSING LETTERS (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 1397-1401 - issn: 1070-9908 - wos: WOS:001086210700001 (1) - scopus: 2-s2.0-85174843341 (2)

11573/1693480 - 2023 - StawGAN: Structural-Aware Generative Adversarial Networks for Infrared Image Translation
Sigillo, L.; Grassucci, E.; Comminiello, D. - 04b Atto di convegno in volume
conference: 56th IEEE International Symposium on Circuits and Systems, ISCAS 2023 (Monterey, USA)
book: Proceedings - IEEE International Symposium on Circuits and Systems - (978-1-6654-5109-3)

11573/1693467 - 2023 - Sailing the SeaFormer. A transformer-based model for vessel route forecasting
Sigillo, L.; Marzilli, A.; Moretti, D.; Grassucci, E.; Greco, C.; Comminiello, D. - 04b Atto di convegno in volume
conference: 33rd IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2023 (Rome; Italy)
book: IEEE International Workshop on Machine Learning for Signal Processing, MLSP - (979-8-3503-2411-2)

11573/1669173 - 2022 - Hypercomplex image- to- image translation
Grassucci, Eleonora; Sigillo, Luigi; Uncini, Aurelio; Comminiello, Danilo - 04b Atto di convegno in volume
conference: 2022 International Joint Conference on Neural Networks, IJCNN 2022 (Padua; Italy)
book: Proceedings of the International Joint Conference on Neural Networks - (978-1-7281-8671-9)

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