R-04 · MACHINE LEARNING

AI for visual analytics

Clustered points with segmentation boxes · generative visual

AI & analyticsTerritorial mapping

Coupling deep learning with interactive visualization — segmentation, anomaly detection and surrogate models embedded in the visual analytics loop.

What we do

Segmentation
[Two sentences: what the lab does in segmentation, and for whom.]
Surrogate models
[Two sentences: what the lab does in surrogate models, and for whom.]
Anomaly detection
[Two sentences: what the lab does in anomaly detection, and for whom.]

Territorial mappingAI & analytics
HaMMon
Visual analytics for environmental hazards: mapping, monitoring and post-event assessment of disasters.

Astronomical source detection in radio continuum maps with deep neural networks (external site)
Simone Riggi, Daniel Magro, Renato Sortino, Andrea De Marco, Cristobal Bordiu, Thomas Cecconello, Andrew M Hopkins, J Marvil, Grazia Umana, Eva Sciacca, Fabio Vitello, Filomena Bufano, Adriano Ingallinera, Giuseppe Fiameni, Concetto Spampinato, K Zarb Adami · Astronomy and Computing · 2023 · DOI 10.1016/j.ascom.2022.100682