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Preprints, Working Papers, ... Year : 2019

Level-sets persistence and sheaf theory

Abstract

In this paper we provide an explicit connection between level-sets persistence and derived sheaf theory over the real line. In particular we construct a functor from 2-parameter persistence modules to sheaves over $\mathbb{R}$, as well as a functor in the other direction. We also observe that the 2-parameter persistence modules arising from the level sets of Morse functions carry extra structure that we call a Mayer-Vietoris system. We prove classification, barcode decomposition, and stability theorems for these Mayer-Vietoris systems, and we show that the aforementioned functors establish a pseudo-isometric equivalence of categories between derived constructible sheaves with the convolution or (derived) bottleneck distance and the interleaving distance of strictly pointwise finite-dimensional Mayer-Vietoris systems. Ultimately, our results provide a functorial equivalence between level-sets persistence and derived pushforward for continuous real-valued functions.

Dates and versions

hal-02425597 , version 1 (30-12-2019)

Identifiers

Cite

Nicolas Berkouk, Grégory Ginot, Steve Y. Oudot. Level-sets persistence and sheaf theory. 2019. ⟨hal-02425597⟩
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