2 papers
cs.CV2026
Super-Resolved Canopy Height Mapping from Sentinel-2 Time Series Using Airborne LiDAR HD Reference Data across Metropolitan France
Ekaterina Kalinicheva, Florian Helen, Stéphane Mermoz +2
Fine-scale forest monitoring is essential for understanding canopy structure and its dynamics, which are key indicators of carbon stocks, biodiversity, and forest health. Deep lear…
eess.IV2024
Tree species classification at the pixel-level using deep learning and multispectral time series in an imbalanced context
Florian Mouret, David Morin, Milena Planells +1
This paper investigates tree species classification using Sentinel-2 multispectral satellite image time-series. Despite their critical importance for many applications, such maps a…