Yi-Chang Qiu

Geometry-Enhanced Point–Voxel Fusion with Active Learning for Label-Efficient Point Cloud Semantic Segmentation

Point cloud semantic segmentation is fundamental for 3D scene understanding and has been widely used in autonomous driving and infrastructure inspection applications. However, its performance is often limited by insufficient representation of local geometric structures and the high cost of point-wise annotation. To add...