Classification of tree symbiotic fungi based on hyperspectral imagery and hybrid convolutional neural networks

Hyperspectral imagery and machine learning have proven to be powerful, non-invasive, and chemical-free tools for studying tree symbiotic fungi. However, traditional machine learning requires manual feature extraction (feature engineering) of spectral and spatial features of tree symbiotic fungi. Dee...

Full description

Bibliographic Details
Main Authors: Zhuo Liu, Mahmoud Al-Sarayreh, Yanjie Li, Zhilin Yuan
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-05-01
Series:Frontiers in Forests and Global Change
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/ffgc.2023.1179910/full