Transfer learning for galaxy feature detection: Finding Giant Star-forming Clumps in low redshift galaxies using Faster R-CNN

Giant Star-forming Clumps (GSFCs) are areas of intensive star-formation that are commonly observed in high-redshift (z>1) galaxies but their formation and role in galaxy evolution remain unclear. High-resolution observations of low-redshift clumpy galaxy analogues are rare and restricted to a lim...

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Bibliographische Detailangaben

Hauptverfasser:	Popp, Jürgen, Dickinson, Hugh, Serjeant, Stephen, Walmsley, Mike, Adams, Dominic, Fortson, Lucy, Mantha, Kameswara, Mehta, Vihang, Dawson, James M, Kruk, Sandor, Simmons, Brooke
Format:	Artikel
Sprache:	eng
Schlagworte:	Physics - Astrophysics of Galaxies Physics - Instrumentation and Methods for Astrophysics
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