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

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

Abstract 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...

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Bibliographic Details
Main Authors: Uwe Knauer, Andrea Matros, Tijana Petrovic, Timothy Zanker, Eileen S. Scott, Udo Seiffert
Format: Article
Language:English
Published: BMC 2017-06-01
Series:Plant Methods
Subjects:
Grapevine
Powdery mildew
Hyperspectral
Image analysis
Infection
Online Access:http://link.springer.com/article/10.1186/s13007-017-0198-y

Internet

http://link.springer.com/article/10.1186/s13007-017-0198-y

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