Determining Vertical Displacement of Agricultural Areas Using UAV-Photogrammetry and a Heteroscedastic Deep Learning Model - Gruszczyński, Wojciech; Puniach, Edyta; Ćwiąkała, Paweł; Matwij, Wojciech (Remote sensing (Basel, Switzerland), 2025)
Keywords: Accuracy; Aerial photography; Algorithms; Classification; Datasets; Deep learning; Drone aircraft; Filters; Filtration; ground filters; heteroscedastic regression; Machine learning; Neural networks; Nodes; performance ranking; Photogrammetry; point cloud; Risk assessment; Root-mean-square errors; Subsidence; U-Net; Uncertainty; Unmanned aerial vehicles; Vegetation; vertical displacements; Poland