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Segmentation result for an outdoor 3D Point Cloud. © F. Poux We usually focus on segmentation with semantics, which plays on three categories. Semantic segmentation. For each base entity in your dataset (a point in your point cloud, a face in your 3D mesh, a voxel unit in a voxelized dataset), you