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arXiv · 1505.06929

Multidimensional Persistence and Noise

Martina Scolamiero·Wojciech Chachólski·Anders Lundman·Ryan Ramanujam·Sebastian Öberg
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Abstract

In this paper we study multidimensional persistence modules [5,13] via what we call tame functors and noise systems. A noise system leads to a pseudo-metric topology on the category of tame functors. We show how this pseudo-metric can be used to identify persistent features of compact multidimensional persistence modules. To count such features we introduce the feature counting invariant and prove that assigning this invariant to compact tame functors is a 1-Lipschitz operation. For 1-dimensional persistence, we explain how, by choosing an appropriate noise system, the feature counting invariant identifies the same persistent features as the classical barcode construction.

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Martina Scolamiero, Wojciech Chachólski, Anders Lundman, Ryan Ramanujam, Sebastian Öberg. 2015-05-26. Multidimensional Persistence and Noise. https://doi.org/10.1007/s10208-016-9323-y

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