Geometric-Aligned Cancelable Fingerprint Templates

被引:0
|
作者
Yang, Bian [1 ]
Busch, Christoph [1 ]
Derawi, Mohammad [2 ]
Bours, Patrick [1 ]
Gafurov, Davrondzhon [1 ]
机构
[1] Gjovik Univ Coll, Norwegian Informat Secur Lab, Teknologivegen 22, N-2815 Gjovik, Norway
[2] Tech Univ Denmark, Informat Math Modelling, DK-2800 Lyngby, Denmark
关键词
template protection; cancelable fingerprint template; fingerprint alignment; coordinate encryption;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A minutiae encryption algorithm based on geometric transformation of minutiae positions is proposed to generate cancelable fingerprint templates. A geometric transformation is used for alignment. A parameter-controlled minutiae encryption is performed within a local area to generate a cancelable minutiae template, and then all local encryption results are superimposed to form a protected template. Parameters to control the minutiae encryption are generated independent of the geometric-aligned minutiae, which ensures solid non-invertibility compared to those cancelable template generating algorithms with to-be-encrypted minutiae information as parameters.
引用
收藏
页码:490 / +
页数:3
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