Institutional Repository of Chinese Acad Sci, Inst Automat, CAS Key Lab Mol Imaging, Beijing 100190, Peoples R China
Estimation of fingerprint orientation field by weighted 2D fourier expansion model | |
Tao, Xunqiang; Yang, Xin; Cao, Kai; Wang, Ruifang; Li, Peng; Tian, Jie | |
2010 | |
会议名称 | International Conference on Pattern Recognition |
会议录名称 | International Conference on Pattern Recognition (ICPR) |
页码 | 1253-1256 |
会议日期 | 2010 |
会议地点 | Istanbul, Turkey |
摘要 | Abstract—Accurate estimation of fingerprint orientation field is an essential module in fingerprint recognition. This paper proposes a novel technique for improving fingerprint orientation field estimation by fingerprint orientation model based on weighted 2D fourier expansion(W-FOMFE). The motivation for the proposed method can be found by: 1)the original FOMFE is sensitive to abrupt changes in orientation field; 2) blocks of different quality should have different impacts on FOMFE. Thus, we take into account the information of the Harris-corner strength (HCS) for orientation field estimation. In our method, we first calculate the fingerprint’ HCS; then use the HCS to remove abrupt changes in orientation field; finally, incorporate the normalized HCS as weighted value into original FOMFE. We test our method on FVC2004DB1. Experimental results show that our method (W-FOMFE) has better orientation field estimation than FOMFE. |
关键词 | Fingerprint Orientation Harris-corner Strength Weighted 2d Fourier Expansion |
收录类别 | EI |
文献类型 | 会议论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/5428 |
专题 | 中国科学院分子影像重点实验室 |
通讯作者 | Tian, Jie |
推荐引用方式 GB/T 7714 | Tao, Xunqiang,Yang, Xin,Cao, Kai,et al. Estimation of fingerprint orientation field by weighted 2D fourier expansion model[C],2010:1253-1256. |
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