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Št. zadetkov: 2
BGRem
Rodney Nicolas, Sascha Caron, F. Stoppa, Saptashwa Bhattacharyya, Roberto Ruiz de Austri, P. J. Groot, A. J. Levan
Izvirni znanstveni članek
Oznake: background noise;optical images;machine learning;
Context: Astronomical imaging aims to maximize signal capture while minimizing noise. It is difficult and expensive to enhance the signal-to-noise ratio directly on detectors, which has led to extensive research into advanced post-processing techniques. Aims: Removing background noise from images is ...
Leto: 2026 Vir: Univerza v Novi Gorici (UNG)
Towards a foundation model for astrophysical source detection
Judit Pérez Romero, Saptashwa Bhattacharyya, Sascha Caron, Rodney Nicolas, Giacomo Principe, Zoja Rokavec, Roberto Ruiz de Austri, Danijel Skočaj, Domen Tabernik, Gabrijela Zaharijas
Objavljeni znanstveni prispevek na konferenci
Oznake: foundation models;machine learning;gamma rays;
The increasing volume of gamma-ray data demands new analysis approaches that can handle large-scale datasets while providing robustness for source detection. We present a Deep Learning (DL) based pipeline for detection, localization, and characterization of gamma-ray sources. We extend our AutoSo ...
Leto: 2026 Vir: Univerza v Novi Gorici (UNG)
Št. zadetkov: 2
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