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cs.CV2025
TreeLearn: A deep learning method for segmenting individual trees from ground-based LiDAR forest point clouds
Jonathan Henrich, Jan van Delden, Dominik Seidel +2
Laser-scanned point clouds of forests make it possible to extract valuable information for forest management. To consider single trees, a forest point cloud needs to be segmented i…
cs.CV2024
Towards general deep-learning-based tree instance segmentation models
Jonathan Henrich, Jan van Delden
The segmentation of individual trees from forest point clouds is a crucial task for downstream analyses such as carbon sequestration estimation. Recently, deep-learning-based metho…