• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊

J4 ›› 2008, Vol. 30 ›› Issue (12): 32-35.

• 论文 • 上一篇    下一篇

多指纹识别比较研究

李永 殷建平 祝恩 胡春风 陈晖   

  • 出版日期:2008-12-01 发布日期:2010-05-19

  • Online:2008-12-01 Published:2010-05-19

摘要:

多指纹识别系统包括多手印系统和多手指系统。本文分析了多手印系统和多手指系统的具体模型,并通过五种典型的多生物特征融合技术Sum、Min、Product、Vote、Max对多 指纹识别系统进行了比较研究。实验结果显示,多手指系统能够取得优于多手印系统的性能,多手印系统采用Max规则效果较好,而多手指系统采用Sum规则效果较好。这些结论有助于设计多指纹识别系统

关键词: 多生物特征识别 指纹识别 多手印识别 多手指识别

Abstract:

A multiple fingerprint recognition system includes the multiple impression system and the multiple finger system. This paper gives a comparison betwee n the mulu-sample and multi-instance fingerprint systems using different information fusion methods which include sum, rain, product, vote and max. The  experimental results show that the multi-sample fingerprint system usually shows better performance than the multi-instance fingerprint system. The mult   i-sample system gains better performance with the min rule while the multi-instance system gains with the sum rule. All these results are useful to desi  gning a multiple fingerprint recognition system

Key words: multibiometrics, fingerprint recognition, multiple impression recognition, multiple fingers recognition