Automatic Detection of Maize Tassels from UAV Images by Combining Random Forest Classifier and VGG16

Automatic Detection of Maize Tassels from UAV Images by Combining Random Forest Classifier and VGG16

The tassel development status and its branch number in maize flowering stage are the key phenotypic traits to determine the growth process, pollen quantity of different maize varieties, and detasseling arrangement for seed maize production fields. Rapid and accurate detection of tassels is of great...

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Bibliographic Details
Main Authors: Xuli Zan, Xinlu Zhang, Ziyao Xing, Wei Liu, Xiaodong Zhang, Wei Su, Zhe Liu, Yuanyuan Zhao, Shaoming Li
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:Remote Sensing
Subjects:
maize tassel
tassel branch number
unmanned aerial vehicle
convolution neural network
VGG16
random forest
Online Access:https://www.mdpi.com/2072-4292/12/18/3049

Internet

https://www.mdpi.com/2072-4292/12/18/3049

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