Persistent homology transform for modeling shapes and surfaces
Persistent homology transform for modeling shapes and surfaces
We introduce a statistic, the persistent homology transform (PHT), to model surfaces in R3 and shapes in R2. This statistic is a collection of persistence diagrams—multiscale topological summaries used extensively in topological data analysis. We use the PHT to represent shapes and execute operations such as computing distances between shapes …