An Experimental Comparison of Fingerprint Classification Methods Using Graphs

TitleAn Experimental Comparison of Fingerprint Classification Methods Using Graphs
Publication TypeConference Paper
Year of Publication2005
AuthorsSerrau, A, Marcialis, GL, Bunke, H, Roli, F
Conference Name5th IAPR-TC15 Workshop on Graph-based
Volume3434
Pagination281-290
Date Published11/04/2005
PublisherSpringer
Conference LocationPoitiers
Keywordsbio01, biometria, biometrics, fingerprint, MCS
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.

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