28 citations · 69 across the 5 of their papers we have counts for
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astro-ph.IM2026
Photometric Super-Resolution for Improving Galaxy Morphological Measurements using Conditional Generative Adversarial Networks
Samuel Kahn, Ryan Hausen, Hubert Bretonnière +2
The measurement of galaxy morphological parameters from astronomical images features in a wide range of modern analyses, including galaxy evolution and cosmological weak lensing st…
astro-ph.IM2021★ 5 cited
Probabilistic segmentation of overlapping galaxies for large cosmological surveys
Hubert Bretonnière, Alexandre Boucaud, Marc Huertas-Company
Encoder-Decoder networks such as U-Nets have been applied successfully in a wide range of computer vision tasks, especially for image segmentation of different flavours across diff…