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在测量头部位置时,深度相机与电磁跟踪设备的测量结果是否一致?

Is a Depth Camera in Agreement with an Electromagnetic Tracking Device when Measuring Head Position?

作者信息

Burchell Vienna-Jaye, Arblaster Gemma, Buckley David, Wheat Jonathan

机构信息

Dorset County Hospital, GB.

University of Sheffield, GB.

出版信息

Br Ir Orthopt J. 2021 Nov 15;17(1):142-149. doi: 10.22599/bioj.227. eCollection 2021.

Abstract

INTRODUCTION

Clinicians typically observe and describe abnormal head postures (AHPs) and may also measure them. Depth cameras have been suggested as a reliable measurement device for measuring head position using face-tracking technology. This study compared a depth camera (Microsoft Kinect) to a gold standard electromagnetic tracking system (Polhemus device) to measure head position.

METHOD

Twenty healthy volunteers (mean age 21 years) had their head position simultaneously recorded using the depth camera (Kinect) and the electromagnetic tracking system (Polhemus). Participants were asked to make 30-degree head movements into chin up, chin down, head turn and head tilt positions. The head movement made and the stability of the head at each position were recorded and analysed.

RESULTS

Compared to the electromagnetic tracking system (Polhemus), the depth camera (Kinect) always measured a smaller head movement. Measurements with the two devices were not statistically significantly different for turn right (P = 0.3955, p > 0.05), turn left (P = 0.4749, p > 0.05), tilt right (P = 0.7086, p > 0.05) and tilt left (P = 0.4091, p > 0.05) head movements. However, the smaller depth camera measurement of chin up and chin down head movements were statistically significant, chin up (P = 0.0001, p < 0.01) and chin down (P = 0.0005, p < 0.001). At each eccentric position, the depth camera (Kinect) recordings were more variable than the electromagnetic tracking system (Polhemus).

CONCLUSIONS

Compared to the electromagnetic tracking system (Polhemus), the depth camera (Kinect) was comparable for measuring head turns and tilts but was less accurate at measuring chin up and chin down head positions. Further research is needed before the depth cameras are considered for clinical recordings of head position.

摘要

引言

临床医生通常会观察并描述异常头位(AHP),也可能对其进行测量。有人提出深度相机可作为一种利用面部追踪技术测量头部位置的可靠测量设备。本研究将深度相机(微软Kinect)与金标准电磁追踪系统(Polhemus设备)进行比较,以测量头部位置。

方法

20名健康志愿者(平均年龄21岁)使用深度相机(Kinect)和电磁追踪系统(Polhemus)同时记录其头部位置。参与者被要求将头部进行30度的运动,包括抬头、低头、转头和头部倾斜姿势。记录并分析所做的头部运动以及头部在每个位置的稳定性。

结果

与电磁追踪系统(Polhemus)相比,深度相机(Kinect)测量的头部运动幅度总是较小。两种设备在向右转头(P = 0.3955,p > 0.05)、向左转头(P = 0.4749,p > 0.05)、向右倾斜(P = 0.7086,p > 0.05)和向左倾斜(P = 0.4091,p > 0.05)时的测量结果在统计学上无显著差异。然而,深度相机对抬头和低头头部运动的较小测量值具有统计学意义,抬头(P = 0.0001,p < 0.01)和低头(P = 0.0005,p < 0.001)。在每个偏心位置,深度相机(Kinect)的记录比电磁追踪系统(Polhemus)的记录更具变异性。

结论

与电磁追踪系统(Polhemus)相比,深度相机(Kinect)在测量头部转动和倾斜方面具有可比性,但在测量抬头和低头头部位置时准确性较低。在考虑将深度相机用于头部位置的临床记录之前,还需要进一步研究。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9470/8603860/c35f5e1cbcc2/bioj-17-1-227-g1.jpg

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