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Comparison of the Performance of the Leap Motion ControllerTM with a Standard Marker-Based Motion Capture System

机译:基于标准标记的运动捕获系统的跳跃运动控制ert的性能比较

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摘要

Over the last few years, the Leap Motion Controller™(LMC) has been increasingly used in clinical environments to track hand, wrist and forearm positions as an alternative to the gold-standard motion capture systems. Since the LMC is marker-less, portable, easy-to-use and low-cost, it is rapidly being adopted in healthcare services. This paper demonstrates the comparison of finger kinematic data between the LMC and a gold-standard marker-based motion capture system, Qualisys Track Manager (QTM). Both systems were time synchronised, and the participants performed abduction/adduction of the thumb and flexion/extension movements of all fingers. The LMC and QTM were compared in both static measuring finger segment lengths and dynamic flexion movements of all fingers. A Bland–Altman plot was used to demonstrate the performance of the LMC versus QTM with Pearson’s correlation (r) to demonstrate trends in the data. Only the proximal interphalangeal joint (PIP) joint of the middle and ring finger during flexion/extension demonstrated acceptable agreement (r = 0.9062; r = 0.8978), but with a high mean bias. In conclusion, the study shows that currently, the LMC is not suitable to replace gold-standard motion capture systems in clinical settings. Further studies should be conducted to validate the performance of the LMC as it is updated and upgraded.
机译:在过去的几年中,LEAP Motions Controller™(LMC)越来越多地用于临床环境,以跟踪手腕,手腕和前臂位置作为金标准运动捕获系统的替代方案。由于LMC是较少的,便携式,便携式,易于使用和低成本,因此在医疗保健服务中迅速采用。本文展示了LMC与基于金标记标记的运动捕获系统,Qualisys Track Manager(QTM)之间的手指运动学数据的比较。两个系统都是时间同步的,并且参与者执行了所有手指的拇指和屈曲/延伸运动的绑架/内存。将LMC和QTM与所有手指的静态测量指纹段长度和动态屈曲运动进行比较。 Bland-Altman绘图用于展示LMC与QTM的性能与Pearson的相关性(R)展示数据的趋势。在屈曲/延伸期间只有中间和无名指的近端间骨膜关节(PIP)接头显示可接受的协议(R = 0.9062; r = 0.8978),但具有高平均偏差。总之,该研究表明,目前,LMC不适合在临床环境中替换金标准运动捕获系统。应进行进一步的研究以验证LMC的性能,因为它更新和升级。

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