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Št. zadetkov: 2
Localisation and classification of gamma ray sources using neural networks
Chris van den Oetelaar, Saptashwa Bhattacharyya, Boris Panes, Sascha Caron, Gabrijela Zaharijas, Roberto Ruiz de Austri, Guõlaugur Jóhannesson
Objavljeni znanstveni prispevek na konferenci
Oznake: gamma-rays;deep learning;computer vision;
With limited statistics and spatial resolution of current detectors, accurately localising and separating gamma-ray point sources from the dominating interstellar emission in the GeV energy range is challenging. Motivated by the challenges of the traditional methods used for the gamma-ray source det ...
Leto: 2022 Vir: Repozitorij Univerze v Novi Gorici (RUNG)
AutoSourceID-Light
F. Stoppa, P. Vreeswijk, S. Bloemen, Saptashwa Bhattacharyya, S. Caron, Gudlaugur Johannesson, Roberto Ruiz de Austri, Chris van den Oetelaar, Gabrijela Zaharijas, P. J. Groot
Izvirni znanstveni članek
Oznake: astronomical databases;data analysis;image processing;
Aims: With the ever-increasing survey speed of optical wide-field telescopes and the importance of discovering transients when they are still young, rapid and reliable source localization is paramount. We present AutoSourceID-Light (ASID-L), an innovative framework that uses computer vision techniq ...
Leto: 2022 Vir: Repozitorij Univerze v Novi Gorici (RUNG)
Št. zadetkov: 2
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