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Improved classification accuracy of powdery mildew infection levels of wine grapes by spatial-spectral analysis of hyperspectral images

BACKGROUND: Hyperspectral imaging is an emerging means of assessing plant vitality, stress parameters, nutrition status, and diseases. Extraction of target values from the high-dimensional datasets either relies on pixel-wise processing of the full spectral information, appropriate selection of indi...

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Detalles Bibliográficos
Autores principales: Knauer, Uwe, Matros, Andrea, Petrovic, Tijana, Zanker, Timothy, Scott, Eileen S., Seiffert, Udo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5472862/
https://www.ncbi.nlm.nih.gov/pubmed/28630643
http://dx.doi.org/10.1186/s13007-017-0198-y