This is the most updated version of the document.
Preview |
PDF (G-invariant Persistent Homology)
License: Creative Commons: Attribution-Noncommercial 3.0 (CC BY-NC 3.0) Download (1MB) | Preview |
Abstract
Classical persistent homology is a powerful mathematical tool for shape comparison. Unfortunately, it is not tailored to study the action of transformation groups that are different from the group Homeo(X) of all self-homeomorphisms of a topological space X. This fact greatly restricts its use in applications. In order to obtain better lower bounds for the natural pseudo-distance d_G associated with a subgroup G of the group Homeo(X), we need to adapt persistent homology and consider G-invariant persistent homology. Roughly speaking, the main idea consists in defining persistent homology by means of a set of chains that is invariant under the action of G. In this paper we formalize this idea, and prove the stability of the persistent Betti number functions in G-invariant persistent homology with respect to the natural pseudo-distance d_G. We also show how G-invariant persistent homology could be used in applications concerning shape comparison, when the invariance group is a proper subgroup of the group of all self-homeomorphisms of a topological space.
Other metadata
Available versions of this document
-
G-invariant Persistent Homology. (deposited 05 Dec 2012 07:26)
-
G-invariant Persistent Homology. (deposited 19 Dec 2012 14:26)
- G-invariant Persistent Homology. (deposited 15 Mar 2013 15:17) [Currently displayed]
-
G-invariant Persistent Homology. (deposited 19 Dec 2012 14:26)