2 papers
cs.CV2026
EZ-SP: Fast and Lightweight Superpoint-Based 3D Segmentation
Louis Geist, Loic Landrieu, Damien Robert
Superpoint-based pipelines provide an efficient alternative to point- or voxel-based 3D semantic segmentation, but are often bottlenecked by their CPU-bound partition step. We prop…
cs.CV2025
FORMSpoT: A Decade of Tree-Level, Country-Scale Forest Monitoring
Martin Schwartz, Fajwel Fogel, Nikola Besic +9
The recent decline of the European forest carbon sink highlights the need for spatially explicit and frequently updated forest monitoring tools. Yet, existing satellite-based distu…