Application of Multilayer Perceptron with Automatic Relevance Determination on Weed Mapping Using UAV Multispectral Imagery

Application of Multilayer Perceptron with Automatic Relevance Determination on Weed Mapping Using UAV Multispectral Imagery

Remote sensing techniques are routinely used in plant species discrimination and of weed mapping. In the presented work, successful Silybum marianum detection and mapping using multilayer neural networks is demonstrated. A multispectral camera (green-red-near infrared) attached on a fixed wing unman...

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Bibliographic Details
Main Authors: Afroditi A. Tamouridou, Thomas K. Alexandridis, Xanthoula E. Pantazi, Anastasia L. Lagopodi, Javid Kashefi, Dimitris Kasampalis, Georgios Kontouris, Dimitrios Moshou
Format: Article
Language:English
Published: MDPI AG 2017-10-01
Series:Sensors
Subjects:
remote sensing
precision agriculture
crop monitoring
data fusion
Online Access:https://www.mdpi.com/1424-8220/17/10/2307

Internet

https://www.mdpi.com/1424-8220/17/10/2307

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