Mr. Takuya Umayahara Profile

Takuya Umayahara

at Kitami Institute of Technology

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Publications (1)

Proceedings Article | 13 December 2020 Poster + Paper

A machine learning software to estimate morphological parameters of distant galaxies

Takuya Umayahara, Takatoshi Shibuya, Noriaki Miura, Yu-Yen Chang, Seiji Fujimoto, Yuichi Harikane, Ryo Higuchi, Shigeki Inoue, Takashi Kojima, Ken-ichi Tadaki, Yoshiki Toba

Proceedings Volume 11452, 1145223 (2020) https://doi.org/10.1117/12.2561264

KEYWORDS: Galactic astronomy, Machine learning, Software development, Hubble Space Telescope, Convolutional neural networks, Image analysis, Spatial resolution, Telescopes

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