Multispectral UAV Image Classification of Jimson Weed (<i>Datura stramonium</i> L.) in Common Bean (<i>Phaseolus vulgaris</i> L.)

Multispectral UAV Image Classification of Jimson Weed (<i>Datura stramonium</i> L.) in Common Bean (<i>Phaseolus vulgaris</i> L.)

Jimson weed (<i>Datura stramonium</i> L.) is a toxic weed that is occasionally found in fields with common bean (<i>Phaseolus vulgaris</i> L.) for the processing industry. Common bean growers are required to manually remove toxic weeds. If toxic weed plants remain, the standi...

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Bibliographic Details
Main Authors: Marlies Lauwers, Benny De Cauwer, David Nuyttens, Wouter H. Maes, Jan G. Pieters
Format: Article
Language:English
Published: MDPI AG 2024-09-01
Series:Remote Sensing
Subjects:
toxic weeds
processing industry
logistic regression
machine learning
precision agriculture
leave-one-group-out cross-validation
Online Access:https://www.mdpi.com/2072-4292/16/18/3538
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https://www.mdpi.com/2072-4292/16/18/3538

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