A Fingerprint Matching Algorithm of Minutia Based on Local Characteristic

被引:0
作者
Zang, Jiong [1 ]
Yuan, Jie [1 ]
Shi, Fei [1 ]
Du, Si-dan [1 ]
机构
[1] Nanjing Univ, Dept Elect Sci & Engn, Nanjing 210093, Peoples R China
来源
ICNC 2008: FOURTH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 4, PROCEEDINGS | 2008年
关键词
D O I
10.1109/ICNC.2008.710
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
To overcome the adverse effect caused by shift and rotation in fingerprint matching, a new method for fingerprint minutia extraction is presented Since the orientation field around the fingerprint core has a certain specific regularity, we extract the fingerprint reference point and reference direction based on the orientation field of the image. Then we take the reference point as the origin, and the reference direction as the polar axis to establish a polar coordinate system. The fingerprint minutia information which is constituted by minutia point type, polar coordinate and the direction of minutia point is independent of the shift and rotation of the fingerprint. Overall matching is employed here to match two fingerprint images with shift and rotation. Experiments show that this method can effectively eliminate the effects caused by shifit and rotation in fingerprint matching, and can be widely used on DSP chips in real-time applications.
引用
收藏
页码:13 / 17
页数:5
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