2 papers
cs.CV2026
FSKD: Monocular Forest Structure Inference via LiDAR-to-RGBI Knowledge Distillation
Taimur Khan, Hannes Feilhauer, Muhammad Jazib Zafar
Very High Resolution (VHR) forest structure data at individual-tree scale is essential for carbon, biodiversity, and ecosystem monitoring. Still, airborne LiDAR remains costly and…
cs.CV2025
GreenHyperSpectra: A multi-source hyperspectral dataset for global vegetation trait prediction
Eya Cherif, Arthur Ouaknine, Luke A. Brown +7
Plant traits such as leaf carbon content and leaf mass are essential variables in the study of biodiversity and climate change. However, conventional field sampling cannot feasibly…