2 papers
cs.CV2026
The Impact of Federated Learning on Distributed Remote Sensing Archives
Anand Umashankar, Karam Tomotaki-Dawoud, Nicolai Schneider
Remote sensing archives are inherently distributed: Earth observation missions such as Sentinel-1, Sentinel-2, and Sentinel-3 have collectively accumulated more than 5 petabytes of…
cs.CV2024
ECLAIR: A High-Fidelity Aerial LiDAR Dataset for Semantic Segmentation
Iaroslav Melekhov, Anand Umashankar, Hyeong-Jin Kim +2
We introduce ECLAIR (Extended Classification of Lidar for AI Recognition), a new outdoor large-scale aerial LiDAR dataset designed specifically for advancing research in point clou…