Fingerprint Matching With Rotation-Descriptor Texture Features

Authors:
Zhengyu Ouyang;Jianjiang Feng;Fei Su;Anni Cai
Affiliations:
Beijing University of Posts and Telecommunications;Beijing University of Posts and Telecommunications;Beijing University of Posts and Telecommunications;Beijing University of Posts and Telecommunications
Venue:
ICPR '06 Proceedings of the 18th International Conference on Pattern Recognition - Volume 04
Year:
2006

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Abstract

A novel texture correlation matching method for fingerprint verification using Fourier-Mellin Descriptor and Phase-Only Correlation function is proposed in this paper. Fourier-Mellin Descriptor Correlation is used to align the template and query fingerprint images and a matching score is obtained. Matching takes about 1 second in Celeron 2.0 GHz processor, and the experimental results show that EER is 3.8%; fusion with minutia matching gets a better result.