Single Seed Identification in Three Medicago Species via Multispectral Imaging Combined with Stackin...
Single Seed Identification in Three Medicago Species via Multispectral Imaging Combined with Stacking Ensemble Learning
About this item
Full title
Author / Creator
Jia, Zhicheng , Sun, Ming , Ou, Chengming , Sun, Shoujiang , Mao, Chunli , Hong, Liu , Wang, Juan , Li, Manli , Jia, Shangang and Mao, Peisheng
Publisher
Basel: MDPI AG
Journal title
Language
English
Formats
Publication information
Publisher
Basel: MDPI AG
Subjects
More information
Scope and Contents
Contents
Multispectral imaging (MSI) has become a new fast and non-destructive detection method in seed identification. Previous research has usually focused on single models in MSI data analysis, which always employed all features and increased the risk to efficiency and that of system cost. In this study, we developed a stacking ensemble learning (SEL) mo...
Alternative Titles
Full title
Single Seed Identification in Three Medicago Species via Multispectral Imaging Combined with Stacking Ensemble Learning
Authors, Artists and Contributors
Identifiers
Primary Identifiers
Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_0214c453ae0a4f78bb76e34c53fcd16d
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_0214c453ae0a4f78bb76e34c53fcd16d
Other Identifiers
ISSN
1424-8220
E-ISSN
1424-8220
DOI
10.3390/s22197521
