An automatic taxonomy of galaxy morphology using unsupervised machine learning

A Hocking, JE Geach, Y Sun… - Monthly Notices of the …, 2018 - academic.oup.com
We present an unsupervised machine learning technique that automatically segments and
labels galaxies in astronomical imaging surveys using only pixel data. Distinct from previous …

[引用][C] An automatic taxonomy of galaxy morphology using unsupervised machine learning

A Hocking, JE Geach, Y Sun, N Davey - Monthly Notices of the Royal …, 2017 - cir.nii.ac.jp
An automatic taxonomy of galaxy morphology using unsupervised machine learning | CiNii
Research CiNii 国立情報学研究所 学術情報ナビゲータ[サイニィ] 詳細へ移動 検索フォームへ移動 …

An automatic taxonomy of galaxy morphology using unsupervised machine learning

A Hocking, JE Geach, Y Sun… - Monthly Notices of the …, 2018 - ui.adsabs.harvard.edu
We present an unsupervised machine learning technique that automatically segments and
labels galaxies in astronomical imaging surveys using only pixel data. Distinct from previous …

[PDF][PDF] An automatic taxonomy of galaxy morphology using unsupervised machine learning

A Hocking, JE Geach, Y Sun, N Davey - 2017 - researchgate.net
We present an unsupervised machine learning technique that automatically segments and
labels galaxies in astronomical imaging surveys using only pixel data. Distinct from previous …

An automatic taxonomy of galaxy morphology using unsupervised machine learning

A Hocking, JE Geach, Y Sun… - Monthly Notices of the …, 2017 - researchprofiles.herts.ac.uk
We present an unsupervised machine learning technique that automatically segments and
labels galaxies in astronomical imaging surveys using only pixel data. Distinct from previous …

An automatic taxonomy of galaxy morphology using unsupervised machine learning

A Hocking, JE Geach, Y Sun… - Monthly Notices of the …, 2017 - uhra.herts.ac.uk
We present an unsupervised machine learning technique that automatically segments and
labels galaxies in astronomical imaging surveys using only pixel data. Distinct from previous …

An automatic taxonomy of galaxy morphology using unsupervised machine learning

A Hocking, JE Geach, Y Sun, N Davey - arXiv preprint arXiv:1709.05834, 2017 - arxiv.org
We present an unsupervised machine learning technique that automatically segments and
labels galaxies in astronomical imaging surveys using only pixel data. Distinct from previous …

An automatic taxonomy of galaxy morphology using unsupervised machine learning

A Hocking, JE Geach, Y Sun, N Davey - Mon. Not. Roy. Astron. Soc., 2018 - inspirehep.net
We present an unsupervised machine learning technique that automatically segments and
labels galaxies in astronomical imaging surveys using only pixel data. Distinct from previous …

An automatic taxonomy of galaxy morphology using unsupervised machine learning

A Hocking, JE Geach, Y Sun… - Monthly Notices of the …, 2018 - academic.oup.com
We present an unsupervised machine learning technique that automatically segments and
labels galaxies in astronomical imaging surveys using only pixel data. Distinct from previous …