A deep learning system detects individual large trees globally in 3 m PlanetScope imagery by regressing Gaussian heatmaps trained on 14 billion lidar-derived pseudo-labels.
Wall-to-wall mapping of tree extent in the tropics with Sentinel-1 and Sentinel-2
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Trees as Gaussians: Large-Scale Individual Tree Mapping
A deep learning system detects individual large trees globally in 3 m PlanetScope imagery by regressing Gaussian heatmaps trained on 14 billion lidar-derived pseudo-labels.