Biometric Gait Authentication Using Accelerometer Sensor

被引：166

作者：

Gafurov, Davrondzhon ^{[1
]}

Helkala, Kirsi ^{[1
]}

Sondrol, Torkjel ^{[1
]}

机构：

[1] Gjovik Univ Coll, Dept Comp Sci & Media Technol, Norwegian Informat Secur Lab NISlab, POB 191, N-2802 Gjovik, Norway

来源：

JOURNAL OF COMPUTERS | 2006年 / 1卷 / 07期

关键词：

security; biometric; gait recognition; sensorbased gait; unobtrusive authentication; leg acceleration;

D O I：

10.4304/jcp.1.7.51-59

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

This paper presents a biometric user authentication based on a person's gait. Unlike most previous gait recognition approaches, which are based on machine vision techniques, in our approach gait patterns are extracted from a physical device attached to the lower leg. From the output of the device accelerations in three directions: vertical, forward-backward, and sideways motion of the lower leg are obtained. A combination of these accelerations is used for authentication. Applying two different methods, histogram similarity and cycle length, equal error rates (EER) of 5% and 9% were achieved, respectively.

引用

页码：51 / 59

页数：9

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