Spectral Identification of Disease in Weeds Using Multilayer Perceptron with Automatic Relevance Determination

Spectral Identification of Disease in Weeds Using Multilayer Perceptron with Automatic Relevance Determination

Microbotryum silybum, a smut fungus, is studied as an agent for the biological control of Silybum marianum (milk thistle) weed. Confirmation of the systemic infection is essential in order to assess the effectiveness of the biological control application and assist decision-making. Nonetheless, in s...

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Bibliographic Details
Main Authors: Afroditi Alexandra Tamouridou, Xanthoula Eirini Pantazi, Thomas Alexandridis, Anastasia Lagopodi, Giorgos Kontouris, Dimitrios Moshou
Format: Article
Language:English
Published: MDPI AG 2018-08-01
Series:Sensors
Subjects:
plant pathology
MLP-ARD
disease detection
artificial intelligence
precision agriculture
Online Access:http://www.mdpi.com/1424-8220/18/9/2770

Internet

http://www.mdpi.com/1424-8220/18/9/2770

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