Search Results for author: Fabrizio Dominici

Found 3 papers, 2 papers with code

Land Cover Segmentation with Sparse Annotations from Sentinel-2 Imagery

2 code implementations28 Jun 2023 Marco Galatola, Edoardo Arnaudo, Luca Barco, Claudio Rossi, Fabrizio Dominici

Land cover (LC) segmentation plays a critical role in various applications, including environmental analysis and natural disaster management.

Domain Adaptation Segmentation +3

Hierarchical Instance Mixing across Domains in Aerial Segmentation

no code implementations12 Oct 2022 Edoardo Arnaudo, Antonio Tavera, Fabrizio Dominici, Carlo Masone, Barbara Caputo

We investigate the task of unsupervised domain adaptation in aerial semantic segmentation and discover that the current state-of-the-art algorithms designed for autonomous driving based on domain mixing do not translate well to the aerial setting.

Autonomous Driving Segmentation +2

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