YoungJae Cheong

Source-Only Cross-Weather LiDAR Via Geometry-Aware Point Drop

Adverse weather conditions, such as rain, snow, and fog, severely degrade LiDAR semantic segmentation by introducing refraction, scattering, and point dropouts that compromise geometric integrity. While prior approaches ranging from weather simulation and mixing-based augmentation to domain randomiz…