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Comparison of Selected Dimensionality Reduction Methods for Detection of Root-Knot Nematode Infestations in Potato Tubers Using Hyperspectral Imaging

Hyperspectral imaging is a popular tool used for non-invasive plant disease detection. Data acquired with it usually consist of many correlated features; hence most of the acquired information is redundant. Dimensionality reduction methods are used to transform the data sets from high-dimensional, t...

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Detalles Bibliográficos
Autores principales: Lapajne, Janez, Knapič, Matej, Žibrat, Uroš
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8749520/
https://www.ncbi.nlm.nih.gov/pubmed/35009907
http://dx.doi.org/10.3390/s22010367