Soft biometrics-combining body weight and fat measurements with fingerprint biometrics

被引:47
作者
Ailisto, H [1 ]
Vildjounaite, E [1 ]
Lindholm, M [1 ]
Mäkelä, SM [1 ]
Peltola, J [1 ]
机构
[1] VTT Elect, FI-90571 Oulu, Finland
关键词
biometrics; identification; fusion; multimodal; body weight; body fat percentage; fingerprint; soft biometrics;
D O I
10.1016/j.patrec.2005.08.018
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The aim of this study was to examine whether using soft biometrics, i.e. easily measurable personal characteristics, such as weight and fat percentage, can improve the performance of biometrics in verification type applications. Rising fingerprint biometrics with soft biometrics, in this case body weight measurements, decreased the total error rate (TER) from 3.9% to 1.5%, in an experiment with 62 test subjects. This result shows that simple physiological measurements can be used to support biometric recognition. Furthermore, soft biometrics are unobtrusive, there is no risk of identity theft, the perception of the big-brother effect is small, the equipment needed is low-cost, and the methods are easy to understand. Soft biometrics alone are not suitable for Security related applications, but they can be used for improving the performance of traditional biometrics. A potentially feasible use for soft biometrics may be found in non-security, convenience type cases, Such as domestic applications. (c) 2005 Elsevier B.V. All rights reserved.
引用
收藏
页码:325 / 334
页数:10
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