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A clustering method for automatic biometric template selection
Authors:Alessandra Lumini
Affiliation:DEIS, IEIIT-CNR, Università di Bologna, Viale Risorgimento 2, 40136 Bologna, Italy
Abstract:The problem addressed in this paper is the template selection and update in biometrics based on clustering. Template selection is a reliable method to reduce the number of templates used in a biometric system to account for variations observed in a person's biometric data. An efficient method based on clustering with automatic selection of the number of clusters is proposed in this work for finding subgroups of similar templates which are used for prototype selection.Experimental results confirm the advantage of the new method and the importance of adopting a procedure to perform template selection.
Keywords:Biometrics  Template selection  Faces  Signatures  Clustering  Prototype
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