Individual Tree Species Identification and Crown Parameters Extraction Based on Mask R-CNN: Assessing the Applicability of Unmanned Aerial Vehicle Optical Images

Individual Tree Species Identification and Crown Parameters Extraction Based on Mask R-CNN: Assessing the Applicability of Unmanned Aerial Vehicle Optical Images

Automatic, efficient, and accurate individual tree species identification and crown parameters extraction is of great significance for biodiversity conservation and ecosystem function assessment. UAV multispectral data have the advantage of low cost and easy access, and hyperspectral data can finely...

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Bibliographic Details
Main Authors: Zongqi Yao, Guoqi Chai, Lingting Lei, Xiang Jia, Xiaoli Zhang
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Remote Sensing
Subjects:
Mask R-CNN
individual tree level
tree species
crown parameters
UAV optical image
complex plantation forests
Online Access:https://www.mdpi.com/2072-4292/15/21/5164

Internet

https://www.mdpi.com/2072-4292/15/21/5164

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