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Generating revocable fingerprint template using polar grid based 3-tuple quantization technique

机译:使用基于极性网格的三元组量化技术生成可撤销指纹模板

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摘要

Recently, biometric template protection has received much attention from the research community due to the security and privacy concerns of biometric template. Although a number of biometric template protection methods have been reported, yet, it is still a challenging task to devise a biometric template protection method which satisfies all the biometric template protection criteria namely diversity, revocability, non-invertibility and performance. In this paper, a method is proposed to generate a revocable fingerprint template of bit-string from a set of minutiae points through polar grid based 3-tuple quantization (PGTQ) technique. Two merits of the proposed method are outlined, i.e., alignment-free and performance. FVC2002 DB1 and DB2 are used to evaluate the performance of the proposed method. Besides, the template protection criteria are also examined to ensure the security and privacy of the biometric template.
机译:最近,由于生物特征模板的安全性和隐私问题,生物特征模板保护受到了研究界的广泛关注。尽管已经报道了许多生物模板保护方法,但是,设计一种满足所有生物模板保护标准即多样性,可撤销性,不可逆性和性能的生物模板保护方法仍然是一项艰巨的任务。本文提出了一种方法,该方法通过基于极坐标网格的三元组量化(PGTQ)技术从一组细节点生成可撤销的位串指纹模板。概述了所提出的方法的两个优点,即免对准和性能。 FVC2002 DB1和DB2用于评估所提出方法的性能。此外,还检查了模板保护标准,以确保生物识别模板的安全性和私密性。

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