Aerial Imagery Analysis – Quantifying Appearance and Number of Sorghum Heads for Applications in Breeding and Agronomy

Sorghum ( L. Moench) is a C4 tropical grass that plays an essential role in providing nutrition to humans and livestock, particularly in marginal rainfall environments. The timing of head development and the number of heads per unit area are key adaptation traits to consider in agronomy and breeding...

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Bibliographic Details
Published in:	Frontiers in plant science Vol. 9; p. 1544
Main Authors:	Guo, Wei, Zheng, Bangyou, Potgieter, Andries B., Diot, Julien, Watanabe, Kakeru, Noshita, Koji, Jordan, David R., Wang, Xuemin, Watson, James, Ninomiya, Seishi, Chapman, Scott C.
Format:	Journal Article
Language:	English
Published:	Switzerland Frontiers Media SA 23.10.2018 Frontiers Media S.A
Subjects:	Agricultural production Agronomy Algorithms Breeding breeding field Cameras Color imagery Counting methods Crops Datasets Grain high-throughput phenotyping image analysis Image processing Image resolution Livestock Machine learning Plant Science Rainfall Recall Sorghum sorghum head detecting and counting UAV remote sensing Unmanned aerial vehicles United States > US sorghum head detecting and counting high-throughput phenotyping image analysis breeding field UAV remote sensing
ISSN:	1664-462X, 1664-462X
Online Access:	Get full text
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