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指纹识别中未匹配细节点信息的挖掘与利用

, PP. 874-881

Keywords: 信息处理技术,指纹识别,未匹配细节点,得分级融合

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Abstract:

针对基于细节点的指纹匹配中未匹配细节点,定义和提取了细节点比例、紧互对原型对距离、网格集合距离以及Hausdorff距离四个方面的特征,并将其作为辅助特征进行利用,通过在得分级上与一种已有的基于细节点的匹配方法进行融合,实现指纹识别。实验结果表明,融合未匹配细节点中的区分性信息后,指纹识别系统的性能得到了明显的提升,从而也证实了未匹配细节点中的确包含可以利用的区分性信息。

References

[1]  He X, Tian J, Li L,et al. Modeling and analysis of local comprehensive minutia relation for fingerprint matching[J]. IEEE Transactions on Systems, Man, and Cybernetics—Part B: Cybernetics,2007,37(5):1204-1211.
[2]  Feng J. Combining minutiae descriptors for fingerprint matching[J]. Pattern Recognition,2008, 41(1):342-352.
[3]  Chen F, Zhou J, Yang C. Reconstructing orientation field from fingerprint minutiae to improve minutiae matching accuracy[J]. IEEE Transactions on Image Processing,2009,18(7):1665-1670.
[4]  Jain A K, Feng J. Latent fingerprint matching[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2011, 33(1): 88-100.
[5]  Cao K, Yang X, Chen X, et al. A novel global feature for minutiae-based fingerprint matching[J]. Pattern Recognition Letters, 2012, 33(10):1411-1421.
[6]  Paulino A A, Feng J, Jain A K. Latent fingerprint matching using descriptor-based hough transform[J]. IEEE Transactions on Information Forensic and Security,2013,8(1):31-45.
[7]  Zhao Q, Zhang Y, Jain A K, et al. A Generative model for fingerprint minutiae[C]∥In Proc International Conference on Biometrics (ICB), Madrid, Spain, 2013:1-8.
[8]  Wand Y L, Ning X, Yin Y.A new fingerprint matching algorithm[J]. Journal of Image and Graphics,2003,8(2):203-208.
[9]  Feng J, Ouyang Z, Cai A. Fingerprint matching using ridges[J]. Pattern Recognition,2006,39(1):2131-2140.
[10]  Jain A K, Prabhakar S, Hong L, et al. Filterbank-based fingerprint matching[J]. IEEE Transactions on Image Processing, 2000, 9(5):846-895.
[11]  Yang J C, Park D S. A fingerprint verification algorithm using tessellated invariant moment features[J]. Neurocomputing,2008,71(10-12):1939-1946.
[12]  Queka C, Tana K B, Sagarb V K.Pseudo-outer product based fuzzy neural network fingerprint verification system [J].Neural Networks,2001,14(3):305-323.
[13]  Labati R D, Genovese A, Piuri V,et al. Contactless fingerprint recognition: A neural approach for perspective and rotation effects reduction[C]∥IEEE Workshop on Computational Intelligence in Biometrics and Identity Management (CIBIM),Singapore,2013:22-30.
[14]  Huttenlocher D P, Klanderman G A, Rucklidge W J. Comparing images using the Hausdorff distance[J]. IEEE Trans Pattern Anal Mach Intell, 1993,15(9):850-863.
[15]  Ren C, Yin Y, Ma J, et al. A novel method of score level fusion using multiple impressions for fingerprint verification[C]∥IEEE Conference on System, Man and Cybernetics Society (SMCS), San Antonio, TX,2009:5196-5201.
[16]  Ross A, Jain A K, Reisman J.A hybrid fingerprint matcher[J]. Pattern Recognition, 2003,36(7):1661-1673.

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