Neighborhood feature description of place clouds is vital in 3D Computer system vision. Nevertheless, many neighborhood feature descriptors for level clouds struggle with inadequate robustness, excessive dimensionality, and bad computational performance. To handle these problems, we propose a novel descriptor based on Planar Projection Contours, ch