The largest inertial sensor-based gait database and performance evaluation of gait-based personal authentication

作者：

Highlights：

• We present the world largest inertial sensor-based database to the community.

• Based on the database, females have a better recognition performance than males.

• People have the best recognition performance at their twenties.

• An accelerometer has a better recognition performance than a gyroscope.

摘要

Highlights•We present the world largest inertial sensor-based database to the community.•Based on the database, females have a better recognition performance than males.•People have the best recognition performance at their twenties.•An accelerometer has a better recognition performance than a gyroscope.

论文关键词：Gait-based owner authentication,Inertial sensor,Large-scale database,Performance evaluation

论文评审过程：Received 6 February 2013, Revised 19 June 2013, Accepted 26 June 2013, Available online 3 July 2013.

论文官网地址：https://doi.org/10.1016/j.patcog.2013.06.028