A Normalized Bottleneck Distance on Persistence Diagrams and Homology Preservation under Dimension Reduction

Nathan H. May, Bala Krishnamoorthy, Patrick Gambill

Persistence diagrams (PDs) are used as signatures of point cloud data. Two clouds of points can be compared using the bottleneck distance d_B between their PDs. A potential drawbac…