Thomas Pitts

Latent Commonality Expectation-Maximisation for Box-supervised Tree Crown Instance Segmentation

Individual tree crown segmentation from aerial imagery underpins tree-level carbon accounting, biodiversity, and restoration monitoring at landscape scale. However, existing models are predominantly trained on dense canopy forest imagery and degrade in savannah and drylands, where tree crowns are sparse, of variable ap...