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Noise robustness of persistent homology on greyscale images, across filtrations and signatures
Topological data analysis is a recent and fast growing field that approaches the analysis of datasets using techniques from (algebraic) topology. Its main tool, persistent homology (PH), has seen a notable increase in applications in the last decade. Often cited as the most favourable property of PH...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8462731/ https://www.ncbi.nlm.nih.gov/pubmed/34559812 http://dx.doi.org/10.1371/journal.pone.0257215 |