Three-dimensional geometric perception serves as a primary means for understanding the environment and objects, essential for both industrial and everyday applications. Advances in sensor technology and algorithms have expanded the scope of 3D perception, enabling its use across various fields such as geological surveying, robotic navigation, and industrial manufacturing. However, ...