Swap, Shift and Trim to Edge Collapse a Filtration
Résumé
Boissonnat and Pritam introduced an algorithm to reduce a filtration of flag (or clique) complexes, which can in particular speed up the computation of its persistent homology. They used so-called edge collapse to reduce the input flag filtration and their reduction method required only the 1-skeleton of the filtration. In this paper we revisit the use of edge collapse for efficient computation of persistent homology. We first give a simple and intuitive explanation of the principles underlying that algorithm. This in turn allows us to propose various extensions including a zigzag filtration simplification algorithm. We finally show some experiments to better understand how it behaves.
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LIPIcs-SoCG-2022-44.pdf (1.1 Mo)
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torus-both-crop.pdf (21.82 Ko)
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Origine | Fichiers produits par l'(les) auteur(s) |
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Format | Figure, Image |
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