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Euclid: Identification of asteroid streaks in simulated images using deep learning

TitleEuclid: Identification of asteroid streaks in simulated images using deep learning
Publication TypeJournal Article
Year of Publication2023
AuthorsPöntinen, M, Granvik, M, Nucita, AA, Conversi, L, Altieri, B, Carry, B, O'Riordan, CM, Scott, D, Aghanim, N, Amara, A, Amendola, L, Auricchio, N, Baldi, M, Bonino, D, Branchini, E, Brescia, M, Camera, S, Capobianco, V, Carbone, C, Carretero, J, Castellano, M, Cavuoti, S, Cimatti, A, Clédassou, R, Congedo, G, Copin, Y, Corcione, L, Courbin, F, Cropper, M, Da Silva, A, Degaudenzi, H, Dinis, J, Dubath, F, Dupac, X, Dusini, S, Farrens, S, Ferriol, S, Frailis, M, Franceschi, E, Fumana, M, Galeotta, S, Garilli, B, Gillard, W, Gillis, B, Giocoli, C, Grazian, A, Haugan, SVH, Holmes, W, Hormuth, F, Hornstrup, A, Jahnke, K, Kümmel, M, Kermiche, S, Kiessling, A, Kitching, T, Kohley, R, Kunz, M, Kurki-Suonio, H, Ligori, S, Lilje, PB, Lloro, I, Maiorano, E, Mansutti, O, Marggraf, O, Markovic, K, Marulli, F, Massey, R, Medinaceli, E, Mei, S, Melchior, M, Mellier, Y, Meneghetti, M, Meylan, G, Moresco, M, Moscardini, L, Munari, E, Niemi, S-M, Nutma, T, Padilla, C, Paltani, S, Pasian, F, Pedersen, K, Pettorino, V, Pires, S, Polenta, G, Poncet, M, Raison, F, Renzi, A, Rhodes, J, Riccio, G, Romelli, E, Roncarelli, M, Rossetti, E, Saglia, R, Sapone, D, Sartoris, B, Schneider, P, Secroun, A, Seidel, G, Serrano, S, Sirignano, C, Sirri, G, Stanco, L, Tallada-Crespí, P, Taylor, AN, Tereno, I, Toledo-Moreo, R, Torradeflot, F, Tutusaus, I, Valenziano, L, Vassallo, T, G. Kleijn, V, Wang, Y, Weller, J, Zamorani, G, Zoubian, J, Scottez, V
JournalAstron. Astrophys.
Volume679
PaginationA135
Keywordsasteroids: general, Astrophysics - Earth and Planetary Astrophysics, Astrophysics - Instrumentation and Methods for Astrophysics, Computer Science - Machine Learning, methods: data analysis, methods: numerical, minor planets, Space vehicles, surveys, techniques: image processing
DOI10.1051/0004-6361/202347551
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