Extraction of Pine Wilt Disease Regions Using UAV RGB Imagery and Improved Mask R-CNN Models Fused with ConvNeXt

Pine wilt disease (PWD) is one of the most concerning diseases in forestry and poses a considerable threat to forests. Since the deep learning approach can interpret the raw images acquired by UAVs, it provides an effective means for forest health detection. However, the fact that only PWD can be de...

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Bibliographic Details
Main Authors: Zhenyu Wu, Xiangtao Jiang
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Forests
Subjects:
Online Access:https://www.mdpi.com/1999-4907/14/8/1672