Fusion of spatial-temporal and kinematic features for gait recognition with deterministic learning

作者:

Highlights:

• We present a gait recognition method based on the fusion of different features.

• Spatial-temporal and kinematic features can fused for human identification.

• We show good recognition performance on four widely used gait databases.

摘要

•We present a gait recognition method based on the fusion of different features.•Spatial-temporal and kinematic features can fused for human identification.•We show good recognition performance on four widely used gait databases.

论文关键词:Gait recognition,Gait dynamics,Deterministic learning,Spatial-temporal features,Kinematic features

论文评审过程:Received 3 September 2016, Revised 10 January 2017, Accepted 8 February 2017, Available online 11 February 2017, Version of Record 20 February 2017.

论文官网地址:https://doi.org/10.1016/j.patcog.2017.02.014