Ilhwan Ha

X-MOS: A Heterogeneous Cross-LiDAR Generalization Framework for Moving Object Segmentation

Moving object segmentation (MOS) is foundational for autonomous vehicle safety. However, the increasing diversity of LiDAR sensors creates a significant domain shift problem, causing models trained on one sensor to perform poorly when deployed on another. A naive approach of training on combined dat…