2025
Moving Object Segmentation via 3D LiDAR Data: A Learning-Free Real-time Online Alternative
IROS 2025
Motion detection in 3D LiDAR is crucial for autonomous systems. While deep learning dominates Moving Object Segmentation (MOS), the potential of learning-free approaches remains underexplored. Unlike problems like semantic segmentation, motion can be explicitly modeled, potentially enabling efficien