Rehabilitation motion recognition based on the international biomechanical standards

作者:

Highlights:

• A movement description and recognition method following ISB standards.

• A clinically relevant motion recognition for interactive systems.

• Motion analysis independent of user stature or its position in relation to sensor.

• Motion recognition effectiveness analysis of the Kinect sensors (versions 1 & 2).

• Motion recognition showed good efficacy in classifying the biomechanical movements.

摘要

•A movement description and recognition method following ISB standards.•A clinically relevant motion recognition for interactive systems.•Motion analysis independent of user stature or its position in relation to sensor.•Motion recognition effectiveness analysis of the Kinect sensors (versions 1 & 2).•Motion recognition showed good efficacy in classifying the biomechanical movements.

论文关键词:Rehabilitation,Movement analysis,Biomechanics,Kinect,Human-computer interaction

论文评审过程:Received 8 February 2018, Revised 9 August 2018, Accepted 10 September 2018, Available online 12 September 2018, Version of Record 23 September 2018.

论文官网地址:https://doi.org/10.1016/j.eswa.2018.09.026