Suppr超能文献

基于Kinect的人体成像系统的验证研究。

Validation study of a Kinect based body imaging system.

作者信息

Bragança Sara, Arezes Pedro, Carvalho Miguel, Ashdown Susan P, Xu Bugao, Castellucci Ignacio

机构信息

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

Department ofTextile Engineering, University of Minho, Guimarães, Portugal.

出版信息

Work. 2017;57(1):9-21. doi: 10.3233/WOR-172532.

Abstract

BACKGROUND

Understanding the reliability and precision of the data obtained using three-dimensional body scanners is very important if it is intended to replace the traditional data collection methods. If the collection of anthropometric data with three-dimensional body scanners is a fast and reliable process that produces precise data at a low price, it could be used for numerous applications worldwide. Many studies have addressed data collected by white light and laser based scanners.

OBJECTIVE

This study provides a comparative analysis between the anthropometric data collected using a Kinect body imaging system with the data collected using traditional manual methods. Moreover, a comparison is also made between the results obtained in this study and the results of previous studies of different types of body scanners.

METHODS

The Mean Absolute Difference was calculated and all the values were compared to the maximum allowable error defined in ISO 20685. Additionally, an analysis of the significant differences between the two acquisition methods was also applied to a physical mannequin, to understand how the body movement and body stance variation in human participants impacts the results obtained.

RESULTS

There are few body measurements that are close to this restricted allowable error. The results were better when the mannequin was measured. Although they were still above the ISO 20685 limit, they were much closer than the results obtained for human participants.

CONCLUSION

The main cause of the differences between the two methods is the time required for the 3D system to acquire the data. The involuntary body sway of human participants is more difficult to control when the time span is too long.

摘要

背景

如果打算取代传统数据收集方法,了解使用三维人体扫描仪获得的数据的可靠性和精度非常重要。如果使用三维人体扫描仪收集人体测量数据是一个快速且可靠的过程,能够以较低成本产生精确数据,那么它可在全球范围内用于众多应用。许多研究已经探讨了基于白光和激光的扫描仪所收集的数据。

目的

本研究对使用Kinect人体成像系统收集的人体测量数据与使用传统手动方法收集的数据进行了比较分析。此外,还将本研究获得的结果与先前关于不同类型人体扫描仪的研究结果进行了比较。

方法

计算平均绝对差,并将所有值与ISO 20685中定义的最大允许误差进行比较。此外,还对一个物理人体模型应用了两种采集方法之间的显著差异分析,以了解人体参与者的身体运动和身体姿势变化如何影响所获得的结果。

结果

很少有身体测量值接近这个受限的允许误差。对人体模型进行测量时结果更好。尽管它们仍高于ISO 20685的限值,但比人体参与者获得的结果更接近。

结论

两种方法之间差异的主要原因是三维系统获取数据所需的时间。当时间跨度过长时,人体参与者不自主的身体晃动更难控制。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验