119 citations · 148 across the 6 of their papers we have counts for
3 papers · 1 filter
3Dtrees.earth: community research infrastructure for tree and forest analysis using close-range LiDAR data
Janusch Vajna-Jehle, Kilian Gerberding, Daniel Lusk +275
From individual trees to forest stands, three-dimensional structure shapes carbon, water, and energy flows, habitat conditions, and resource availability. Yet tree and forest struc…
Toward a foundation model for forest point clouds
Yuanwen Yue, Stefano Puliti, Damien Robert +7
Forest inventories increasingly rely on artificial intelligence (AI) models to derive forest attributes from large-scale 3D point clouds. Current models are typically specialized t…
SegmentAnyTreeV2: Scaling Transformer-Based Tree Instance Segmentation Across Sensors, Platforms, and Forests
Maciej Wielgosz, Stefano Puliti, Rasmus Astrup
We present SegmentAnyTreeV2, a sensor- and platform-agnostic framework for semantic and instance segmentation of forest point clouds. The model combines a serialization-based Point…