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Skeleton Timed Up and Go on MARIO Robot

Alessandra Vitanza, Paolo Pagliuca, Filippo Cantucci, Stefano Nolfi

发表年份
2023
引用次数
3

摘要

Current robotic technology shows promise in improving medical monitoring routines. In this work, we present an example of automatic monitoring and analysis of human gait in the Timed Up and Go test, using the Microsoft Kinect 2 sensor. The approach was implemented in the mobile robot developed during the MARIO (Managing active and healthy Aging with use of caRing servIce rObots) project, with the aim to assess the risk of falling through daily measurements of temporal and spatial gait parameters. Thanks to the robot's capability to approach the user in an unstructured environment, the mobility measurements can be obtained passively, in normal daily activity, without any patient's instruction. We describe the technique used to extract gait parameters from the Kinect 2 data and present some of the performance results.

关键词

RobotComputer scienceGaitHuman–computer interactionMobile robotHuman skeletonGait analysisArtificial intelligenceFalling (accident)Service robot

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