Detection and Counting of Maize Leaves Based on Two-Stage Deep Learning with UAV-Based RGB Image

Detection and Counting of Maize Leaves Based on Two-Stage Deep Learning with UAV-Based RGB Image

Leaf age is an important trait in the process of maize (<i>Zea mays</i> L.) growth. It is significant to estimate the seed activity and yield of maize by counting leaves. Detection and counting of the maize leaves in the field are very difficult due to the complexity of the field scenes...

Full description

Bibliographic Details
Main Authors: Xingmei Xu, Lu Wang, Meiyan Shu, Xuewen Liang, Abu Zar Ghafoor, Yunling Liu, Yuntao Ma, Jinyu Zhu
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Remote Sensing
Subjects:
deep learning
UAV
maize
leaf age
mask R-CNN
YOLOv5
Online Access:https://www.mdpi.com/2072-4292/14/21/5388

Internet

https://www.mdpi.com/2072-4292/14/21/5388

Similar Items