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http://dx.doi.org/10.5302/J.ICROS.2012.18.3.208

Efficient 1:N Fingerprint Matching Algorithm using Matching Score Distribution  

Kim, Kyoung-Min (Chonnam National University)
Park, Joong-Jo (Gyeongsang National University)
Lee, Buhm (Chonnam National University)
Go, Young-Jin (Chonnam National University)
Jung, Soon-Won (RIA Soft)
Publication Information
Journal of Institute of Control, Robotics and Systems / v.18, no.3, 2012 , pp. 208-217 More about this Journal
Abstract
This paper presents two adaptive fingerprint matching methods. First, we experiment an adaptive threshold selection of 1:N matching system in order to raise the reliability of the matching score. Second, we propose a adaptive threshold selection using fitting algorithm for high speed matching. The experiment was conducted on the NITZEN database, which has 5247 samples. Consequently, this paper shows that our suggested method can perform 1.88 times faster matching speed than the bidirectional matching speed. And, we prove that FRR of our suggested method decreases 1.43 % than that of the unidirectional matching.
Keywords
fingerprint recognition; matching algorithm; bidirectional matching; FRR;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
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