Xi-Lin Chen

FreeMask3D: Zero-Shot Point Cloud Instance Segmentation Without 3D Training

Point cloud instance segmentation is crucial for 3D scene understanding in robotics. However, existing methods heavily rely on learning-based approaches that require large amounts of annotated 3D data, resulting in high annotation costs. Therefore, developing cost-effective and data-efficient soluti