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Fingerprint template protection with Minutia Vicinity Decomposition

机译:Minutia附近分解可保护指纹模板

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Minutia vicinity representation was recently proposed by Yang & Busch to generate a protected fingerprint template scheme [14], the resultant protected template enjoys good accuracy and free from alignment. However, Yang and Busche's scheme is highly likely reversible [18]. This paper proposed a new minutiae representation technique known as Minutia Vicinity Decomposition (MVD) whereby each minutia vicinity is decomposed into four minutia triplets. A set of geometrical invariant features can be extracted from the minutia triplet to construct a fingerprint template. The invariant features with random offsets salting mechanism enhance the reversibility, revocability as well as performance accuracy of the resultant protected fingerprint template. Promising experimental results on FVC2002 DB2 justify the feasibility of our proposed technique.
机译:Yang&Busch最近提出了Minutia邻域表示法来生成受保护的指纹模板方案[14],所得的受保护模板具有良好的准确性,并且没有对齐方式。但是,Yang和Busche的方案很可能是可逆的[18]。本文提出了一种称为Minutia Vicinity Decomposition(MVD)的新的Minutiae表示技术,该技术将每个Minutia附近分解为四个Minutia三胞胎。可以从细节三元组中提取一组几何不变特征,以构建指纹模板。具有随机偏移加盐机制的不变特征增强了所得受保护指纹模板的可逆性,可撤销性以及性能准确性。在FVC2002 DB2上有希望的实验结果证明了我们提出的技术的可行性。

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