Development of a Recognition System for Spraying Areas from Unmanned Aerial Vehicles Using a Machine Learning Approach

Unmanned aerial vehicle (UAV)-based spraying systems have recently become important for the precision application of pesticides, using machine learning approaches. Therefore, the objective of this research was to develop a machine learning system that has the advantages of high computational speed a...

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Hlavní autoři: Pengbo Gao, Yan Zhang, Linhuan Zhang, Ryozo Noguchi, Tofael Ahamed
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI AG 2019-01-01
Edice:Sensors
Témata:
precision agriculture
recognition system
image classifiers
machine learning system
mutual subspace method
On-line přístup:http://www.mdpi.com/1424-8220/19/2/313
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