Detection, instance segmentation, and classification for astronomical surveys with deep learning (deepdisc): detectron2 implementation and demonstration with Hyper Suprime-Cam data.
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| Title: | Detection, instance segmentation, and classification for astronomical surveys with deep learning (deepdisc): detectron2 implementation and demonstration with Hyper Suprime-Cam data. |
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| Authors: | Merz, Grant1, gmerz3@illinois.edu, Liu, Yichen1, Burke, Colin J1, Aleo, Patrick D1, Liu, Xin1,2,3, Carrasco Kind, Matias1,2, Kindratenko, Volodymyr2,3,4,5, Liu, Yufeng6 |
| Source: | Monthly Notices of the Royal Astronomical Society; 11/21/2023, Vol. 526 Issue 1, p1122-1137, 16p |
| Database: | Applied Science & Technology Source |
| FullText | Text: Availability: 0 |
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| Header | DbId: aci DbLabel: Applied Science & Technology Source An: 172895583 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=172895583 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1093/mnras/stad2785 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 16 StartPage: 1122 Titles: – TitleFull: Detection, instance segmentation, and classification for astronomical surveys with deep learning (deepdisc): detectron2 implementation and demonstration with Hyper Suprime-Cam data. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Merz, Grant – PersonEntity: Name: NameFull: Liu, Yichen – PersonEntity: Name: NameFull: Burke, Colin J – PersonEntity: Name: NameFull: Aleo, Patrick D – PersonEntity: Name: NameFull: Liu, Xin – PersonEntity: Name: NameFull: Carrasco Kind, Matias – PersonEntity: Name: NameFull: Kindratenko, Volodymyr – PersonEntity: Name: NameFull: Liu, Yufeng IsPartOfRelationships: – BibEntity: Dates: – D: 21 M: 11 Text: 11/21/2023 Type: published Y: 2023 Identifiers: – Type: issn-print Value: 00358711 Numbering: – Type: volume Value: 526 – Type: issue Value: 1 Titles: – TitleFull: Monthly Notices of the Royal Astronomical Society Type: main |
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