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

1 code implementation • 27 Mar 2024 • Luigi Sigillo, Riccardo Fosco Gramaccioni, Alessandro Nicolosi, Danilo Comminiello

In this context, our method explores in depth the problem of ship image super resolution, which is crucial for coastal and port surveillance.

Denoising Image Generation +4

Generalizing Medical Image Representations via Quaternion Wavelet Networks

1 code implementation • 16 Oct 2023 • Luigi Sigillo, Eleonora Grassucci, Aurelio Uncini, Danilo Comminiello

The proposed quaternion wavelet network (QUAVE) can be easily integrated with any pre-existing medical image analysis or synthesis task, and it can be involved with real, quaternion, or hypercomplex-valued models, generalizing their adoption to single-channel data.

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

1 code implementation • 18 May 2023 • Luigi Sigillo, Eleonora Grassucci, Danilo Comminiello

We test our model on aerial images of the DroneVeichle dataset containing RGB-IR paired images.

Translation

Hypercomplex Image-to-Image Translation

1 code implementation • 4 May 2022 • Eleonora Grassucci, Luigi Sigillo, Aurelio Uncini, Danilo Comminiello

Image-to-image translation (I2I) aims at transferring the content representation from an input domain to an output one, bouncing along different target domains.

Image-to-Image Translation Translation