Journal of Institute of Control, Robotics and Systems (제어로봇시스템학회논문지)

Institute of Control, Robotics and Systems (제어로봇시스템학회)
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Efficient 1:N Fingerprint Matching Algorithm using Matching Score Distribution

매칭 점수 분포를 이용한 효율적인 1:N 지문 매칭 알고리듬

  • 김경민 (전남대학교 전기전자통신컴퓨터공학부) ;
  • 박중조 (경상대학교 제어계측공학과) ;
  • 이범 (전남대학교 전기전자통신컴퓨터공학부) ;
  • 고영진 (전남대학교 전기전자통신컴퓨터공학부) ;
  • 정순원 ((주)RIA Soft)
  • Received : 2011.09.30
  • Accepted : 2012.01.06
  • Published : 2012.03.01
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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.

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References

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