Yasutomo Kawanishi

activity

20192026

most citedMVA2023 Small Object Detection Challenge for Spotting Birds: Dataset, Methods, and Results

20 citations · 83 across the 15 of their papers we have counts for

collaborators

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2 papers · 1 filter

astro-ph.GA2023

Predicting reliable H $_{2}$ column density maps from molecular line data using machine learning

Yoshito Shimajiri, Yasutomo Kawanishi, Shinji Fujita +13

The total mass estimate of molecular clouds suffers from the uncertainty in the H $_{2}$ -CO conversion factor, the so-called $X_{CO}$ factor, which is used to convert the $^{12}$ C…

astro-ph.GA2022★ 11 cited

Distance determination of molecular clouds in the 1st quadrant of the Galactic plane using deep learning : I. Method and Results

Shinji Fujita, A. M. Ito, Yusuke Miyamoto +15

Machine learning has been successfully applied in varied field but whether it is a viable tool for determining the distance to molecular clouds in the Galaxy is an open question. I…

Predicting reliable H2​ column density maps from molecular line data using machine learning

Distance determination of molecular clouds in the 1st quadrant of the Galactic plane using deep learning : I. Method and Results

Predicting reliable H $_{2}$ column density maps from molecular line data using machine learning