Segmenting Unstructured 3D Points into Surfaces

We propose an approach for building surfaces from an unsegmented set of 3D points. Local surface patches are estimated and their differential properties are used iteratively to smooth the points while eliminating spurious data, and to group them into more global surfaces. We present results on complex natural scenes using stereo data as our source of 3D information.