Secure Fingerprint Recognition Based on Frobenius Norm

摘要：

Aiming at the variance of fingerprint feature in multi-capturing and the security of fingerprint template, research on secure fingerprint recognition system based on Frobenius norm is given in this paper. Frobenius norm can show the main information in region of interest (ROI). The random mapping results can improve effectively the distinguishment of different users. Compared with the original fingerprint feature being stored in the database, the mapping results can avoid attacking the original fingerprint feature. For the given fingerprint database, the optimal threshold and the optimal size of random mapping matrix can be got. Experiments in FVC2002 show that the proposed recognition system is feasible and effective. Moreover, a satisfactory EER (equal error rate) 0.21％ is obtained.

关键词： Frobenius norm secure fingerprint recognition optimal threshold EER

作者: Weizhou Zhao Hui Zhang

作者单位: Section of Math and Military O. and R. the Second Artillery Engineering University Xian, China

会议类型: 国际会议

会议名称: 2012 International Conference on Computer Science and Electronic Engineering(2012 IEEE计算机科学与电子工程国际会议 ICCSEE 2012)

会议地点: 杭州

会议语种:英文

页码: 388-391

在线出版日期: 2012-03-23（万方平台首次上网日期，不代表论文的发表时间）