publications

2024

1. Ship in Sight: Diffusion Models for Ship-Image Super Resolution

   Luigi Sigillo, Riccardo Fosco Gramaccioni , Alessandro Nicolosi , and Danilo Comminiello

   In 2024 International Joint Conference on Neural Networks (IJCNN) , 2024
2. Generalizing Medical Image Representations via Quaternion Wavelet Networks

   Luigi Sigillo, Eleonora Grassucci , Aurelio Uncini , and Danilo Comminiello

   2024

2023

1. 

   StawGAN: Structural-Aware Generative Adversarial Networks for Infrared Image Translation

   Luigi Sigillo, Eleonora Grassucci , and Danilo Comminiello

   In 2023 IEEE International Symposium on Circuits and Systems (ISCAS) , 2023

   arXiv Bib Code Website

   @inproceedings{10181838,
     author = {Sigillo, Luigi and Grassucci, Eleonora and Comminiello, Danilo},
     booktitle = {2023 IEEE International Symposium on Circuits and Systems (ISCAS)},
     title = {StawGAN: Structural-Aware Generative Adversarial Networks for Infrared Image Translation},
     year = {2023},
     volume = {},
     number = {},
     pages = {1-5},
     bibtex_show = true,
     altmetric = true,
     code = https://github.com/luigisigillo/stawgan,
     dimensions = true,
     keywords = {Circuits and systems;Source coding;Image edge detection;Object detection;Color;Generative adversarial networks;Generators;Image Modality Translation;Generative Adversarial Networks;Drone Images;Infrared Images},
     doi = {10.1109/ISCAS46773.2023.10181838},
   }

2. Sailing the Seaformer: A Transformer-Based Model for Vessel Route Forecasting

   Luigi Sigillo, Alessandro Marzilli , Daniela Moretti , Eleonora Grassucci , Claudio Greco , and 1 more author

   In 2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP) , 2023
3. GROUSE: A Task and Model Agnostic Wavelet- Driven Framework for Medical Imaging

   Eleonora Grassucci , Luigi Sigillo, Aurelio Uncini , and Danilo Comminiello

   IEEE Signal Processing Letters, 2023

2022

1. Hypercomplex Image- to- Image Translation

   Eleonora Grassucci , Luigi Sigillo, Aurelio Uncini , and Danilo Comminiello

   In International Joint Conference on Neural Networks (IJCNN) , 2022