Figure 4:
Topological representation of point clouds via persistent homology. Top panel: The Betti numbers for some objects. Middle panel: Many datasets are represented as a point cloud and the simplices are the building blocks for constructing a simplicial complex to topologically characterize the point cloud. Bottom panel: the persistence barcode of the point cloud and some example simplicial complexes at different stages of the filtration.