3 papers
cs.CV2026
SegFly: A Dataset and 2D-3D-2D Paradigm for Aerial RGB-Thermal Semantic Segmentation at Scale
Markus Gross, Sai Bharadhwaj Matha, Rui Song +4
Semantic segmentation for uncrewed aerial vehicles (UAVs) is fundamental for aerial scene understanding, yet existing RGB and RGB-T datasets remain limited in scale, diversity, and…
cs.CV2026
OccuFly: A 3D Vision Benchmark for Semantic Scene Completion from the Aerial Perspective
Markus Gross, Sai B. Matha, Aya Fahmy +3
Semantic Scene Completion (SSC) is essential for 3D perception in mobile robotics, as it enables holistic scene understanding by jointly estimating dense volumetric occupancy and p…
cs.RO2026
SafeLand: Safe Autonomous Landing in Unknown Environments with Bayesian Semantic Mapping
Markus Gross, Andreas Greiner, Sai Bharadhwaj Matha +4
Autonomous landing of uncrewed aerial vehicles (UAVs) in unknown, dynamic environments poses significant safety challenges, particularly near people and infrastructure, as UAVs tra…