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基于Kinect扫描测量的人体测量与手工人体测量在精度和可靠性方面的比较。

A comparison of manual anthropometric measurements with Kinect-based scanned measurements in terms of precision and reliability.

作者信息

Bragança Sara, Arezes Pedro, Carvalho Miguel, Ashdown Susan P, Castellucci Ignacio, Leão Celina

机构信息

Research and Innovation, Southampton Solent University, Southampton, UK.

Department of Production and Systems, University of Minho, Guimarães, Portugal.

出版信息

Work. 2018;59(3):325-339. doi: 10.3233/WOR-182684.

Abstract

BACKGROUND

Collecting anthropometric data for real-life applications demands a high degree of precision and reliability. It is important to test new equipment that will be used for data collectionOBJECTIVE:Compare two anthropometric data gathering techniques - manual methods and a Kinect-based 3D body scanner - to understand which of them gives more precise and reliable results.

METHODS

The data was collected using a measuring tape and a Kinect-based 3D body scanner. It was evaluated in terms of precision by considering the regular and relative Technical Error of Measurement and in terms of reliability by using the Intraclass Correlation Coefficient, Reliability Coefficient, Standard Error of Measurement and Coefficient of Variation.

RESULTS

The results obtained showed that both methods presented better results for reliability than for precision. Both methods showed relatively good results for these two variables, however, manual methods had better results for some body measurements.

CONCLUSION

Despite being considered sufficiently precise and reliable for certain applications (e.g. apparel industry), the 3D scanner tested showed, for almost every anthropometric measurement, a different result than the manual technique. Many companies design their products based on data obtained from 3D scanners, hence, understanding the precision and reliability of the equipment used is essential to obtain feasible results.

摘要

背景

为实际应用收集人体测量数据需要高度的精确性和可靠性。对将用于数据收集的新设备进行测试很重要。

目的

比较两种人体测量数据收集技术——手动方法和基于Kinect的3D人体扫描仪——以了解哪种技术能给出更精确和可靠的结果。

方法

使用卷尺和基于Kinect的3D人体扫描仪收集数据。通过考虑常规和相对测量技术误差来评估其精确性,并使用组内相关系数、可靠性系数、测量标准误差和变异系数来评估其可靠性。

结果

获得的结果表明,两种方法在可靠性方面的表现均优于精确性。这两种方法在这两个变量上都显示出相对较好的结果,然而,手动方法在一些身体测量上有更好的结果。

结论

尽管对于某些应用(如服装行业)而言,所测试的3D扫描仪被认为具有足够的精确性和可靠性,但几乎在每一项人体测量中,它所显示的结果都与手动技术不同。许多公司根据从3D扫描仪获得的数据来设计产品,因此,了解所使用设备的精确性和可靠性对于获得可行的结果至关重要。

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