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Fingerprint matching with registration pattern inspection

  • Hong Chen*
  • , Jie Tian
  • , Xin Yang
  • *此作品的通讯作者
  • Chinese Academy of Sciences

科研成果: 书/报告/会议事项章节 › 章节 › 同行评审

摘要

The "registration pattern" between two fingerprints is the optimal registration of each part of one fingerprint with respect to the other fingerprint. Registration patterns generated from imposter's matching attempts are different from those patterns from genuine matching attempts, although they may share some similarities in the aspect of minutiae. In this paper, we present an algorithm that utilizes minutiae, associate ridges and orientation fields to determine the registration pattern between two fingerprints and match them. The proposed matching scheme has two stages. An offline, training stage, derives a genuine registration pattern base from a set of genuine matching attempts. Then, an online matching stage registers the two fingerprints and determines the registration pattern. Only if the pattern makes a genuine one, a further fine matching is conducted. The genuine registration pattern base was derived using a set of fingerprints extracted from the NIST Special Database 24. The algorithm has been tested on the second FVC2002 database. Experimental results demonstrate the performance of the proposed algorithm.

源语言英语
主期刊名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
编辑Josef Kittler, Mark S. Nixon
出版商Springer Verlag
页327-334
页数8
ISBN(电子版)9783540403029
DOI
出版状态已出版 - 2003
已对外发布是

丛书

姓名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
卷2688
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

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