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2004
Springer

High Security Fingerprint Verification by Perceptron-Based Fusion of Multiple Matchers

9 years 2 months ago
High Security Fingerprint Verification by Perceptron-Based Fusion of Multiple Matchers
Recent works about perceptron-based fusion of multiple fingerprint matchers showed the effectiveness of such approach in improving the performance of personal identity verification systems. However, to the best of our knowledge, no previous work investigated such fusion approach when stringent requirements in terms of verification errors are given, and the number of available samples for perceptron training is small. Such investigation can allow to understand for which kind of applications such fusion rule can be useful. Reported experiments, based on two benchmark data sets, show that perceptron-based fusion can be useful for high security fingerprint verification applications, and it is effective in small-sample-size realistic cases.
Gian Luca Marcialis, Fabio Roli
Added 02 Jul 2010
Updated 02 Jul 2010
Type Conference
Year 2004
Where MCS
Authors Gian Luca Marcialis, Fabio Roli
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