Individual Tree Crown Delineation Using Multispectral LiDAR Data
Faizaan Naveed · Baoxin Hu · Jianguo Wang · G. Brent Hall
jan. 2019 · Infinite Study
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In this study, multispectral Light Detection and Ranging (LiDAR) data were utilized to improve delineation of individual tree crowns (ITC) as an important step in individual tree analysis. A framework to integrate spectral and height information for ITC delineation was proposed, and the multi-scale algorithm for treetop detection developed in one of our previous studies was improved. In addition, an advanced region-based segmentation method that used detected treetops as seeds was proposed for segmentation of individual crowns based on their spectral, contextual, and height information.
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