Method for fingerprint orientation field reconstruction from minutia template

被引:3
|
作者
Liu, E. [1 ]
Zhao, H. [1 ]
Pang, L. [1 ]
Cao, K. [1 ]
Liang, J. [1 ]
Tian, J. [1 ]
机构
[1] Xidian Univ, Sch Life Sci & Techol, Xian 710126, Shaanxi, Peoples R China
基金
中国国家自然科学基金;
关键词
D O I
10.1049/el.2010.2964
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Recent progress in fingerprint reconstruction has shown that most of the fingerprint information can be restored using only the minutia set. During the reconstruction procedures, orientation field reconstruction is a critical step. Proposed is a Gaussian weighted method for fingerprint orientation field reconstruction from the minutia template only. In the method, prior information about ridge flow characteristics is considered to more accurately model the ridge orientation. Experimental results show that our method can obtain an accurate orientation field in terms of the accuracy of the orientation field based fingerprint classification and the performance of the orientation descriptor based fingerprint matching.
引用
收藏
页码:98 / +
页数:2
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