计算机科学 ›› 2011, Vol. 38 ›› Issue (3): 107-110.

• 计算机网络与信息安全 • 上一篇    下一篇

构造高性能的指纹密钥提取器

李西明,杨波   

  1. (华南农业大学信息学院 广州510640)
  • 出版日期:2018-11-16 发布日期:2018-11-16
  • 基金资助:
    本文受国家自然科学基金(60773775,60973134),现代通信国家重点实验室基金(9140C1108020906),广东省自然科学基金(9151064207000058),华南农业大学创新基金(6100-k09156)资助。

Construction of Fingerprint Key Extraction with High Performance

LI Xi-ming,YANG bo   

  • Online:2018-11-16 Published:2018-11-16

摘要: 提出了一种快速评价指纹图像质量的方法,并把这种方法应用到了密钥提取器的构造中,构建了基本的和改进的基于指纹的密钥提取器方案。该质量评价方法测量指纹图像在不同频率区域上的能量集中度,以图像频谱图中心环上能量较高的点的个数来表示指纹图像质量指标。在中国科学院自动化研究所的URU4000B数据库和FVC2004 DB3数据库上,进行了指纹密钥提取器的实验,测试了基本指纹密钥提取器和改进指纹密钥提取器的性能。结果显示,改进密钥提取器的密钥恢复成功率有显著提高。如在URU4000B数据库中,当不同手指图像密钥恢复失败率同为99. 8%时,基本密钥提取器的同一手指图像密钥恢复成功率为43.7%,改进提取器的同一手指图像密钥恢复成功率为46.3%。

关键词: 指纹密钥提取器,图像质量,密钥恢复成功率

Abstract: In this paper, a kind of method which can evaluate fingerprint picture quality was proposed and used in the construction of basic and improved fingerprint key extraction scheme. The method measures the concentration ratio of energy in spectrum picture and the quality of fingerprint picture is denoted by the sum of all the points which have high energy. Key extraction experiment was done on the URU4000B database of Institute of Automation of Academia Sinica and FVC2004 DB3,performance of basic key extraction scheme and improved key extraction scheme were tested. The result shows that the improved scheme is better in key extraction success rate. For example, in URU4000B, when the key extraction failure rate of two pictures from two fingers is 99. 8%,in the basic key extraction scheme the key extraction success rate of the same finger is 43. 7%,in the improved key extraction scheme the key extraction success rate of the same finger is 46. 3%.

Key words: Fingerprint key extraction,Image quality,Key recover success rate

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