Automated Segmentation of Individual Tree Structures Using Deep Learning over LiDAR Point Cloud Data

Deep learning techniques have been widely applied to classify tree species and segment tree structures. However, most recent studies have focused on the canopy and trunk segmentation, neglecting the branch segmentation. In this study, we proposed a new approach involving the use of the PointNet++ mo...

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Bibliographic Details
Main Authors: Dong-Hyeon Kim, Chi-Ung Ko, Dong-Geun Kim, Jin-Taek Kang, Jeong-Mook Park, Hyung-Ju Cho
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Forests
Subjects:
Online Access:https://www.mdpi.com/1999-4907/14/6/1159