The representation of a 3D environment is typically via point clouds, which might be sets of vertices in A 3-dimensional coordinate process. These vertices are usually derived from structured light or LiDAR (Light Detection and Ranging) sensors. A crucial element of 3D detection is the transformation of these point clouds right into a format which