Tree Crown Segmentation and Diameter at Breast Height Prediction Based on BlendMask in Unmanned Aerial Vehicle Imagery

Tree Crown Segmentation and Diameter at Breast Height Prediction Based on BlendMask in Unmanned Aerial Vehicle Imagery

The surveying of forestry resources has recently shifted toward precision and real-time monitoring. This study utilized the BlendMask algorithm for accurately outlining tree crowns and introduced a Bayesian neural network to create a model linking individual tree crown size with diameter at breast h...

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Bibliographic Details
Main Authors: Jie Xu, Minbin Su, Yuxuan Sun, Wenbin Pan, Hongchuan Cui, Shuo Jin, Li Zhang, Pei Wang
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Remote Sensing
Subjects:
BlendMask algorithm
individual-tree crown area–DBH model
Bayesian neural network
image segmentation
Online Access:https://www.mdpi.com/2072-4292/16/2/368

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