Relative Interlevel Set Cohomology Categorifies Extended Persistence Diagrams
Abstract
The extended persistence diagram introduced by Cohen-Steiner, Edelsbrunner, and Harer is an invariant of real-valued continuous functions, which are -tame in the sense that all open interlevel sets have degree-wise finite-dimensional cohomology with coefficients in a fixed field . We show that relative interlevel set cohomology (RISC), which is based on the Mayer--Vietoris pyramid by Carlsson, de Silva, and Morozov, categorifies this invariant. More specifically, we define an abelian Frobenius category of presheaves, which are presentable in a certain sense, such that the RISC of an -tame function is an object of , and moreover the extended persistence diagram of uniquely determines - and is determined by - the corresponding element in the Grothendieck group of the abelian category . As an intermediate step we show that is the abelianization of the (localized) category of complexes of -linear sheaves on , which are tame in the sense that sheaf cohomology of any open interval is finite-dimensional in each degree. This yields a close link between derived level set persistence by Curry, Kashiwara, and Schapira and the categorification of extended persistence diagrams.
Cite
@article{arxiv.2205.15275,
title = {Relative Interlevel Set Cohomology Categorifies Extended Persistence Diagrams},
author = {Ulrich Bauer and Benedikt Fluhr},
journal= {arXiv preprint arXiv:2205.15275},
year = {2022}
}
Comments
67 pages + 11 pages appendix, 15 figures, LaTeX; change of title, added graphic to section 2, simplified notions in section 3.1, several minor edits