Search Results for author: S. Loru

Found 3 papers, 1 papers with code

Classification of compact radio sources in the Galactic plane with supervised machine learning

no code implementations23 Feb 2024 S. Riggi, G. Umana, C. Trigilio, C. Bordiu, F. Bufano, A. Ingallinera, F. Cavallaro, Y. Gordon, R. P. Norris, G. Gürkan, P. Leto, C. Buemi, S. Loru, A. M. Hopkins, M. D. Filipović, T. Cecconello

To this aim, we produced a curated dataset of ~20, 000 images of compact sources of different astronomical classes, obtained from past radio and infrared surveys, and novel radio data from pilot surveys carried out with the Australian SKA Pathfinder (ASKAP).

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CAESAR source finder: recent developments and testing

1 code implementation13 Sep 2019 S. Riggi, F. Vitello, U. Becciani, C. Buemi, F. Bufano, A. Calanducci, F. Cavallaro, A. Costa, A. Ingallinera, P. Leto, S. Loru, R. P. Norris, F. Schillirò, E. Sciacca, C. Trigilio, G. Umana

Given the increased scale of the data, source extraction and characterization, even in this Early Science phase, have to be carried out in a mostly automated way.

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