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Galaxy Morphological Classification of the Legacy Surveys with Deformable Convolutional Neural Networks

The ongoing and forthcoming surveys will result in an unprecedented increase in the number of observed galaxies. As a result, data-driven techniques are now the primary methods for analyzing and interpreting this vast amount of information. While deep learning using computer vision has been the most...

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Auteurs principaux: Shoulin Wei, Wei Lu, Wei Dai, Bo Liang, Longfei Hao, Zhijian Zhang, Xiaoli Zhang
Format: Artigo
Langue:Inglês
Publié: IOP Publishing 2023-01-01
Collection:The Astronomical Journal
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Accès en ligne:https://doi.org/10.3847/1538-3881/ad10ab
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