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