Improving Fingerprint Matching Using an Orientation-Based Minutia Descriptor

被引：0
|
作者：
Angel Medina-Perez, Miguel [1 ]
Gutierrez-Rodriguez, Andres [1 ]
Garcia-Borroto, Milton [1 ]
机构：
[1] Ctr Bioplantas, C De Avila, Cuba
来源：
PROGRESS IN PATTERN RECOGNITION, IMAGE ANALYSIS, COMPUTER VISION, AND APPLICATIONS, PROCEEDINGS | 2009年 / 5856卷
关键词：
biometrics; fingerprint matching; orientation-based minutia descriptor;
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：
This paper reviews a well-known fingerprint matching algorithm that uses an orientation-based minutia descriptor. It introduces a set of improvements to the algorithm that increase the accuracy and speed, using the same features. The most significant improvement is in the global minutiae matching step, reducing the number of local matching minutiae and using multiple minutiae pairs for fingerprint alignment. We conduct a series of experiments over the four databases of FVC2004, showing that the modified algorithm outperforms its predecessor and other algorithms proposed in the literature.
引用
收藏
页码：121 / 128
页数：8
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