Red Giants Search Method Based on Convolutional Neural Networks

Red giants play a crucial role in astronomical exploration. However, the current search for these stars heavily relies on spectrum analysis, making it a cumbersome process. In this paper, we propose a novel red giant search approach called CBAMResNets. CBAMResNets enhances feature extraction from im...

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Veröffentlicht in:	The Astronomical journal 2023-12, Vol.166 (6), p.244
Hauptverfasser:	Yuan, Hao, Liu, Meng, Yang, Zechao, Bu, Yude, Yi, Zhenping, Kong, Xiaoming, Wu, Tianmin, Zhang, Ran
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Celestial bodies Convolutional neural networks Feature extraction Fundamental parameters of stars Machine learning Metallicity Neural networks Performance measurement Recall Red giant stars Search methods Sky surveys (astronomy) Spectroscopic telescopes Spectrum analysis Stars Stellar photometry
Online-Zugang:	Volltext
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