Three-dimensional video recordings: Accuracy, reliability, clinical and research guidelines – Reliability assessment of a 4D camera

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS
Gabriella Coppola, Dominik Hänggi, Gianluca Cassina, Carlalberta Verna, Nikolaos Gkantidis, Georgios Kanavakis
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Abstract

Objectives

In addition to studying facial anatomy, stereophotogrammetry is an efficient diagnostic tool for assessing facial expressions through 3D video recordings. Current technology produces high-quality recordings but also generates extremely excessive data. Here, we compare various recording speeds for three standardized movements using the 3dMDface camera system, to assess its accuracy and reliability.

Materials and Methods

A linear and two circular movements were performed using a 3D-printed cube mounted on a robotic arm. All movements were recorded initially at 60 fps (frames/second) and then at 30 and 15 fps. Recording accuracy was tested with best-fit superimpositions of consecutive frames of the 3D cube and calculation of the Mean Absolute Distance (MAD). The reliability of the recordings were tested with evaluation of the inter- and intra-examiner error.

Results

The accuracy of movement recordings was excellent at all speeds (60, 30 and 15 fps), with variability in MAD values consistently being less than 1 mm. The reliability of the camera recordings was excellent at all recording speeds.

Conclusions

This study demonstrated that 3D recordings of facial expressions can be performed at 30 or even at 15 fps without significant loss of information. This considerably reduces the amount of produced data facilitating further processing and analyses.

Abstract Image

三维视频记录:4D 摄像机的可靠性评估。
目的:除了研究面部解剖学外,立体摄影测量法还是通过三维视频记录评估面部表情的有效诊断工具。目前的技术可以生成高质量的记录,但也会产生过多的数据。在此,我们比较了 3dMDface 摄像系统对三个标准化动作的不同记录速度,以评估其准确性和可靠性:使用安装在机械臂上的 3D 打印立方体进行了一个直线运动和两个圆周运动。所有动作最初都以 60 fps(帧/秒)的速度记录,然后分别以 30 fps 和 15 fps 的速度记录。记录精度通过三维立方体连续帧的最佳拟合叠加和平均绝对距离(MAD)计算进行测试。通过评估检查者之间和检查者内部的误差来测试记录的可靠性:在所有速度(60、30 和 15 fps)下,运动记录的准确性都非常好,MAD 值的变化始终小于 1 毫米。在所有记录速度下,相机记录的可靠性都非常好:这项研究表明,面部表情的三维记录可以在 30 或甚至 15 fps 的速度下进行,而不会丢失大量信息。这大大减少了生成的数据量,有利于进一步处理和分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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