Peering into lunar permanently shadowed regions with deep learning
Some regions on the Moon are permanently covered in shadow and are therefore extremely difficult to see into. We develop a deep learning driven algorithm which enhances images of these regions, allowing us to see inside them with high resolution for the first time.
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Nature Portfolio
2021
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oai:doaj.org-article:8113a30524b0456a88c9eb63393bed302021-12-02T18:48:11ZPeering into lunar permanently shadowed regions with deep learning10.1038/s41467-021-25882-z2041-1723https://doaj.org/article/8113a30524b0456a88c9eb63393bed302021-09-01T00:00:00Zhttps://doi.org/10.1038/s41467-021-25882-zhttps://doaj.org/toc/2041-1723Some regions on the Moon are permanently covered in shadow and are therefore extremely difficult to see into. We develop a deep learning driven algorithm which enhances images of these regions, allowing us to see inside them with high resolution for the first time.V. T. BickelB. MoseleyI. Lopez-FrancosM. ShirleyNature PortfolioarticleScienceQENNature Communications, Vol 12, Iss 1, Pp 1-12 (2021) |
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Science Q V. T. Bickel B. Moseley I. Lopez-Francos M. Shirley Peering into lunar permanently shadowed regions with deep learning |
description |
Some regions on the Moon are permanently covered in shadow and are therefore extremely difficult to see into. We develop a deep learning driven algorithm which enhances images of these regions, allowing us to see inside them with high resolution for the first time. |
format |
article |
author |
V. T. Bickel B. Moseley I. Lopez-Francos M. Shirley |
author_facet |
V. T. Bickel B. Moseley I. Lopez-Francos M. Shirley |
author_sort |
V. T. Bickel |
title |
Peering into lunar permanently shadowed regions with deep learning |
title_short |
Peering into lunar permanently shadowed regions with deep learning |
title_full |
Peering into lunar permanently shadowed regions with deep learning |
title_fullStr |
Peering into lunar permanently shadowed regions with deep learning |
title_full_unstemmed |
Peering into lunar permanently shadowed regions with deep learning |
title_sort |
peering into lunar permanently shadowed regions with deep learning |
publisher |
Nature Portfolio |
publishDate |
2021 |
url |
https://doaj.org/article/8113a30524b0456a88c9eb63393bed30 |
work_keys_str_mv |
AT vtbickel peeringintolunarpermanentlyshadowedregionswithdeeplearning AT bmoseley peeringintolunarpermanentlyshadowedregionswithdeeplearning AT ilopezfrancos peeringintolunarpermanentlyshadowedregionswithdeeplearning AT mshirley peeringintolunarpermanentlyshadowedregionswithdeeplearning |
_version_ |
1718377634373566464 |