Dr. Yoshito Shimajiri Profile

Dr. Yoshito Shimajiri

at National Astronomical Observatory of Japan

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Publications (2)

Proceedings Article | 29 August 2022 Poster + Paper

Development of a high-speed identification model for infrared-ring structures using deep learning

Shimpei Nishimoto, Shota Ueda, Shinji Fujita, Atsushi Nishimura, Toshikazu Onishi, Kazuki Tokuda, Ryuki Yoneda, Yoshito Shimajiri, Yusuke Miyamoto, Yasutomo Kawanishi, Atsushi M. Ito, Kaoru Nishikawa, Daisuke Yoshida, Hiroyuki Kaneko, Tsuyoshi Inoue, Shunya Takekawa, Shuyo Nakatani

Proceedings Volume 12189, 121891Q (2022) https://doi.org/10.1117/12.2628664

KEYWORDS: Data modeling, Infrared radiation, Thermal modeling, Machine learning, Stars, Performance modeling, Observatories, Detector development

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Proceedings Article | 13 December 2020 Poster + Paper

Identification of infrared-ring structures by convolutional neural network

Shota Ueda, Shinji Fujita, Atsushi Nishimura, Toshikazu Onishi, Yoshito Shimajiri, Yusuke Miyamoto, Kazufumi Torii, Atsushi Ito, Shunya Takekawa, Hiroyuki Kaneko, Daisuke Yoshida, Taro Matsuo, Tsuyoshi Inoue, Yasutomo Kawanishi, Kazuki Tokuda

Proceedings Volume 11452, 114522L (2020) https://doi.org/10.1117/12.2560830

KEYWORDS: Convolutional neural networks, Infrared radiation, Infrared imaging, Astronomy, Stars, Planets, Galactic astronomy, Feature extraction, Image classification, Image analysis

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