Persistent homology applied to fingerprint ridges produces multi-scale summaries that carry substantial identity information and enable effective verification outperforming pixel geometry baselines.
Topological Data Analysis of Biological Aggregation Mod- els
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The authors combine topological data analysis and multi-objective Bayesian inference to achieve practical parameter identifiability and identify simpler rules in an agent-based model of zebrafish patterns.
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Topological summaries of fingerprint ridge patterns carry identity information
Persistent homology applied to fingerprint ridges produces multi-scale summaries that carry substantial identity information and enable effective verification outperforming pixel geometry baselines.
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Multi-objective Bayesian inference in an agent-based model of zebrafish patterns via topological data analysis
The authors combine topological data analysis and multi-objective Bayesian inference to achieve practical parameter identifiability and identify simpler rules in an agent-based model of zebrafish patterns.