An efficient fingerprint verification system using integrated gabor filters and Parzen Window Classifier
An efficient fingerprint verification system using integrated gabor filters and Parzen Window Classifier
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DOI:
10.1016/j.neucom.2005.05.003
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发表时间:
2005-10
期刊:
影响因子:
6
通讯作者:
D. Maio;L. Nanni
中科院分区:
文献类型:
--
作者:
D. Maio;L. Nanni
This paper proposes a novel method of image-based fingerprint matching based on the features extracted by “FingerCode”. The experiments show that our system outperforms the standard “FingerCode” recognition method and other image-based approaches. Combining the matching score generated by the proposed technique with that obtained from a minutiae-based matcher results in an overall improvement in performance of the fingerprint matching.