A novel algorithm of individual tree crowns segmentation considering three-dimensional canopy attributes using UAV oblique photos

International Journal of Applied Earth Observation and Geoinformation(2022)

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摘要
•UAV oblique photos used for ITCs segmentation.•Proposing an AMS algorithm with 3D structure attributes of canopy.•Evaluating the effects of densities on the performance of ITCs segmentation.•Verifying the suitability of our algorithm for LiDAR data.
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关键词
Oblique photogrammetry,Individual tree crowns segmentation,Adaptive-kernel bandwidth mean-shift algorithm,Canopy attributes
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