An experimental comparison of fingerprint classification methods using graphs

Authors:
Alessandra Serrau;Gian Luca Marcialis;Horst Bunke;Fabio Roli
Affiliations:
Department of Electrical and Electronic Engineering, University of Cagliari and Piazza D'Armi, Cagliari, Italy;Department of Electrical and Electronic Engineering, University of Cagliari and Piazza D'Armi, Cagliari, Italy;Department of Computer Science, University of Bern, Bern, Switzerland;Department of Electrical and Electronic Engineering, University of Cagliari and Piazza D'Armi, Cagliari, Italy
Venue:
GbRPR'05 Proceedings of the 5th IAPR international conference on Graph-Based Representations in Pattern Recognition
Year:
2005

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Abstract

In this paper, an experimental comparison among three structural approaches to fingerprint classification is reported. Main pros and cons of such approaches are investigated by experiments and discussed. Moreover, the effectiveness of their measurement-level fusion is analysed. Finally, a comparison among the investigated structural approaches and the well-known statistical approach based on “FingerCodes” is reported.