Volume: 21st International Conference on Computational Science, ICCS 2021. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Krakow, Poland, June 16-18, 2021)
Том: 12742 LNCS
, Уear of publication: 2021
Multi-volume edition: 21st International Conference on Computational Science, ICCS 2021. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Krakow, Poland, June 16-18, 2021)
Publisher: Springer International Publishing
, Place of publication: Berlin
Pages: 382-393
Abstract
The paper presents an original algorithm for reducing three-dimensional digital images to improve persistence diagrams computing performance. These diagrams represent topology changes in digital rocks pore space. The algorithm has linear complexity because removing the voxel is based on the structure of its neighborhood. We illustrate that the algorithms efficiency depends heavily on the pore spaces complexity and the size of the filtration steps.
