Boundary constrained voxel segmentation for 3D point clouds using local geometric differences

Highlights：

• A novel boundary control technique for segmentation method is proposed.

• An object segmentation benchmark dataset is prepared to segment different shapes.

• Two building segmentation benchmark datasets are prepared from outdoor scans.

• The proposed method gives better segmentation results than the other tested methods.

• The proposed method performs the process rather faster than the other methods.