The Impact of Pan-Sharpening and Spectral Resolution on Vineyard Segmentation through Machine Learning

The Impact of Pan-Sharpening and Spectral Resolution on Vineyard Segmentation through Machine Learning

Precision viticulture benefits from the accurate detection of vineyard vegetation from remote sensing, without a priori knowledge of vine locations. Vineyard detection enables efficient, and potentially automated, derivation of spatial measures such as length and area of crop, and hence required vol...

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Bibliographic Details
Main Authors: Eriita G. Jones, Sebastien Wong, Anthony Milton, Joseph Sclauzero, Holly Whittenbury, Mark D. McDonnell
Format: Article
Language:English
Published: MDPI AG 2020-03-01
Series:Remote Sensing
Subjects:
precision viticulture
machine learning
pan-sharpening
image fusion
deep learning
semantic segmentation
Online Access:https://www.mdpi.com/2072-4292/12/6/934

Internet

https://www.mdpi.com/2072-4292/12/6/934

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