Tian-Liang Lin

SDA-Reg: large-scale dynamic scene point cloud registration with semantic dual-stream attention

Point cloud registration is a fundamental task in 3D vision, however, large-scale outdoor LiDAR point clouds, characterized by their immense size and structural complexity, present significant challenges in highly dynamic environments. Existing methods often employ semantic segmentation as preprocessing, offering the p...