Evaluation of Deep Learning Segmentation Models for Detection of Pine Wilt Disease in Unmanned Aerial Vehicle Images

Evaluation of Deep Learning Segmentation Models for Detection of Pine Wilt Disease in Unmanned Aerial Vehicle Images

Pine wilt disease (PWD) is a serious threat to pine forests. Combining unmanned aerial vehicle (UAV) images and deep learning (DL) techniques to identify infected pines is the most efficient method to determine the potential spread of PWD over a large area. In particular, image segmentation using DL...

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Bibliographic Details
Main Authors: Lang Xia, Ruirui Zhang, Liping Chen, Longlong Li, Tongchuan Yi, Yao Wen, Chenchen Ding, Chunchun Xie
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Remote Sensing
Subjects:
deep learning
image segmentation
pine wilt disease
infected pine DeepLabv3+
focal loss
Online Access:https://www.mdpi.com/2072-4292/13/18/3594

Internet

https://www.mdpi.com/2072-4292/13/18/3594

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