Classification of Maize Lodging Extents Using Deep Learning Algorithms by UAV-Based RGB and Multispectral Images

Classification of Maize Lodging Extents Using Deep Learning Algorithms by UAV-Based RGB and Multispectral Images

Lodging depresses the grain yield and quality of maize crop. Previous machine learning methods are used to classify crop lodging extents through visual interpretation and sensitive features extraction manually, which are cost-intensive, subjective and inefficient. The analysis on the accuracy of sub...

Full description

Bibliographic Details
Main Authors: Xin Yang, Shichen Gao, Qian Sun, Xiaohe Gu, Tianen Chen, Jingping Zhou, Yuchun Pan
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Agriculture
Subjects:
lodging classification
unmanned aerial vehicle (UAV)
sensitive band
ResNet algorithm
Online Access:https://www.mdpi.com/2077-0472/12/7/970

Internet

https://www.mdpi.com/2077-0472/12/7/970

Similar Items