Detection of Maize Tassels from UAV RGB Imagery with Faster R-CNN

Detection of Maize Tassels from UAV RGB Imagery with Faster R-CNN

Maize tassels play a critical role in plant growth and yield. Extensive RGB images obtained using unmanned aerial vehicle (UAV) and the prevalence of deep learning provide a chance to improve the accuracy of detecting maize tassels. We used images from UAV, a mobile phone, and the Maize Tassel Count...

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Bibliographic Details
Main Authors: Yunling Liu, Chaojun Cen, Yingpu Che, Rui Ke, Yan Ma, Yuntao Ma
Format: Article
Language:English
Published: MDPI AG 2020-01-01
Series:Remote Sensing
Subjects:
convolutional neural networks
maize tassel
faster r-cnn
uav
image analysis
Online Access:https://www.mdpi.com/2072-4292/12/2/338

Internet

https://www.mdpi.com/2072-4292/12/2/338

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