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Publication Citation: Evaluation of Fusion Methods for Latent Fingerprint Matchers

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Author(s): Vladimir N. Dvornychenko;
Title: Evaluation of Fusion Methods for Latent Fingerprint Matchers
Published: March 29, 2012
Abstract: Matcher fusion is a recognized approach for improving biometric system performance. Our interest in fusion was largely to determine how much performance ,headroomŠ exists with current matcher technology. We employed five latent fingerprint matchers, having the ability to use alternate input data (features); this allows the influence of ,data typeŠ to be investigated. Numerical results show it is possible to reduce the final candidate list to two to six candidates, with the probability that the true mate appears in the top (first) position boosted by 6 ‹ 15%-points.
Conference: 5th IAPR International Conference on Biometrics
Location: New Delhi, -1
Dates: March 29-April 1, 2012
Keywords: latent fingerprint matching, automated matching, matcher fusion, biometrics
Research Areas: Biometrics, Public Safety/Security
PDF version: PDF Document Click here to retrieve PDF version of paper (475KB)