Extraction of Sunflower Lodging Information Based on UAV Multi-Spectral Remote Sensing and Deep Learning

The rapid and accurate identification of sunflower lodging is important for the assessment of damage to sunflower crops. To develop a fast and accurate method of extraction of information on sunflower lodging, this study improves the inputs to SegNet and U-Net to render them suitable for multi-band...

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Bibliographic Details

Published in:	Remote Sensing
Main Authors:	Guang Li, Wenting Han, Shenjin Huang, Weitong Ma, Qian Ma, Xin Cui
Format:	Article
Language:	English
Published:	MDPI AG 2021-07-01
Subjects:	sunflower lodging deep learning multispectral remote sensing UAV (unmanned aerial vehicle)
Online Access:	https://www.mdpi.com/2072-4292/13/14/2721