Improved Random Forest for the Automatic Identification of <i>Spodoptera frugiperda</i> Larval Instar Stages

Improved Random Forest for the Automatic Identification of <i>Spodoptera frugiperda</i> Larval Instar Stages

<i>Spodoptera frugiperda</i> (fall armyworm, FAW) is a global agriculture pest. Adults have a strong migratory ability and larvae feed on the host stalks, which pose a serious threat for maize and other crops. Identification and counting of different instar larvae in the fields is import...

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Bibliographic Details
Main Authors: Jiajun Xu, Zelin Feng, Jian Tang, Shuhua Liu, Zhiping Ding, Jun Lyu, Qing Yao, Baojun Yang
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Agriculture
Subjects:
<i>Spodoptera frugiperda</i>
larval instar
automatic identification
background segmentation
improved random forest
Boruta feature selection
Online Access:https://www.mdpi.com/2077-0472/12/11/1919

Internet

https://www.mdpi.com/2077-0472/12/11/1919

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