A Low-Cost and Unsupervised Image Recognition Methodology for Yield Estimation in a Vineyard

A Low-Cost and Unsupervised Image Recognition Methodology for Yield Estimation in a Vineyard

Yield prediction is a key factor to optimize vineyard management and achieve the desired grape quality. Classical yield estimation methods, which consist of manual sampling within the field on a limited number of plants before harvest, are time-consuming and frequently insufficient to obtain represe...

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Bibliographic Details
Main Authors: Salvatore Filippo Di Gennaro, Piero Toscano, Paolo Cinat, Andrea Berton, Alessandro Matese
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-05-01
Series:Frontiers in Plant Science
Subjects:
UAV
computer vision
high throughput field-phenotyping
yield estimation
unsupervised detection
Online Access:https://www.frontiersin.org/article/10.3389/fpls.2019.00559/full

Internet

https://www.frontiersin.org/article/10.3389/fpls.2019.00559/full

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