Individual identification using a gait dynamics graph

作者：

Highlights：

• We propose a new gait representation for individual identification.

• Lower limbs joint angles are extracted and gait dynamics is extracted.

• Gait dynamics graph is the 3D graphic representation of gait dynamics.

• We show good recognition performance on five benchmark gait databases.

摘要

•We propose a new gait representation for individual identification.•Lower limbs joint angles are extracted and gait dynamics is extracted.•Gait dynamics graph is the 3D graphic representation of gait dynamics.•We show good recognition performance on five benchmark gait databases.

论文关键词：Gait representation,Gait recognition,Gait dynamics graph,Biometrics

论文评审过程：Received 27 September 2017, Revised 7 May 2018, Accepted 1 June 2018, Available online 7 June 2018, Version of Record 18 June 2018.

论文官网地址：https://doi.org/10.1016/j.patcog.2018.06.002