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FVC2000: Fingerprint verification competition

By Dario Maio, Davide Maltoni, J. L. Wayman and Anil K. Jain


AbstractÐReliable and accurate fingerprint recognition isa challenging pattern recognition problem, requiring algorithms robust in many contexts. FVC2000 competition attempted to establish the first common benchmark, allowing companies and academic institutions to unambiguously compare performance and track improvementsin their fingerprint recognition algorithms. Three databases were created using different state-of-the-art sensors and a fourth database was artificially generated; 11 algorithms were extensively tested on the four data sets. We believe that FVC2000 protocol, databases, and results will be useful to all practitioners in the field not only as a benchmark for improving methods, but also for enabling an unbiased evaluation of algorithms. Index TermsÐFingerprint verification, performance evaluation, biometric systems.

Year: 2000
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