18th International Conference on Pattern Recognition (ICPR'06) Volume 4
Fingerprint Matching With Rotation-Descriptor Texture Features
Hong Kong
August 20-August 24
ISBN: 0-7695-2521-0
Fei Su, Beijing University of Posts and Telecommunications
Anni Cai, Beijing University of Posts and Telecommunications
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.
Citation:
Zhengyu Ouyang, Jianjiang Feng, Fei Su, Anni Cai, "Fingerprint Matching With Rotation-Descriptor Texture Features," icpr, vol. 4, pp.417-420, 18th International Conference on Pattern Recognition (ICPR'06) Volume 4, 2006