Automatic Classification of Bagworm, <i>Metisa plana</i> (Walker) Instar Stages Using a Transfer Learning-Based Framework

Automatic Classification of Bagworm, <i>Metisa plana</i> (Walker) Instar Stages Using a Transfer Learning-Based Framework

Bagworms, particularly <i>Metisa plana</i> Walker (Lepidoptera: Psychidae), are one of the most destructive leaf-eating pests, especially in oil palm plantations, causing severe defoliation which reduces yield. Due to the delayed control of the bagworm population, it was discovered to be...

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Bibliographic Details
Main Authors: Siti Nurul Afiah Mohd Johari, Siti Khairunniza-Bejo, Abdul Rashid Mohamed Shariff, Nur Azuan Husin, Mohamed Mazmira Mohd Masri, Noorhazwani Kamarudin
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Agriculture
Subjects:
bagworm
hyperspectral image
deep learning
transfer learning
instar stage
Online Access:https://www.mdpi.com/2077-0472/13/2/442

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