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用于语音和非语音运动任务中 2 维和 3 维运动跟踪的定制基于摄像头系统的准确性和精密度。

Accuracy and precision of a custom camera-based system for 2-d and 3-d motion tracking during speech and nonspeech motor tasks.

出版信息

J Speech Lang Hear Res. 2014 Apr 1;57(2):426-38. doi: 10.1044/2014_JSLHR-S-13-0007.

Abstract

PURPOSE Studying normal or disordered motor control requires accurate motion tracking of the effectors (e.g., orofacial structures). The cost of electromagnetic, optoelectronic, and ultrasound systems is prohibitive for many laboratories and limits clinical applications. For external movements (lips, jaw), video-based systems may be a viable alternative, provided that they offer high temporal resolution and submillimeter accuracy. METHOD The authors examined the accuracy and precision of 2-D and 3-D data recorded with a system that combines consumer-grade digital cameras capturing 60, 120, or 240 frames per second (fps), retro-reflective markers, commercially available computer software (APAS, Ariel Dynamics), and a custom calibration device. RESULTS Overall root-mean-square error (RMSE) across tests was 0.15 mm for static tracking and 0.26 mm for dynamic tracking, with corresponding precision (SD) values of 0.11 and 0.19 mm, respectively. The effect of frame rate varied across conditions, but, generally, accuracy was reduced at 240 fps. The effect of marker size (3- vs. 6-mm diameter) was negligible at all frame rates for both 2-D and 3-D data. CONCLUSION Motion tracking with consumer-grade digital cameras and the APAS software can achieve submillimeter accuracy at frame rates that are appropriate for kinematic analyses of lip/jaw movements for both research and clinical purposes.

摘要

目的

研究正常或紊乱的运动控制需要对效应器(例如,口腔结构)进行精确的运动跟踪。对于许多实验室来说,电磁、光电和超声系统的成本过高,限制了它们的临床应用。对于外部运动(嘴唇、下巴),基于视频的系统可能是一种可行的替代方案,前提是它们提供高时间分辨率和亚毫米级精度。

方法

作者研究了一种结合了每秒 60、120 或 240 帧(fps)的消费级数字相机、反射标记、市售计算机软件(APAS、Ariel Dynamics)和定制校准设备的系统记录的 2-D 和 3-D 数据的准确性和精度。

结果

静态跟踪的总体均方根误差(RMSE)为 0.15 毫米,动态跟踪的 RMSE 为 0.26 毫米,相应的精度(SD)值分别为 0.11 毫米和 0.19 毫米。帧率的影响因条件而异,但在 240 fps 时,准确性通常会降低。在所有帧率下,3-mm 和 6-mm 直径的标记尺寸对 2-D 和 3-D 数据的影响都可以忽略不计。

结论

使用消费级数字相机和 APAS 软件进行运动跟踪可以在适用于研究和临床目的的嘴唇/下巴运动运动学分析的帧率下达到亚毫米级的精度。

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