School of Design and Creative Arts, Loughborough University, Loughborough, UK.
School of Materials, The University of Manchester, Manchester, UK.
Ergonomics. 2022 Jan;65(1):39-59. doi: 10.1080/00140139.2021.1931473. Epub 2021 Jun 1.
The fashion industry cannot use 3 D Body Scanning to create custom garment patterns because its measurements fail to meet ISO 20685:2010's tolerances. To advance 3 D Body Scanning's precision, we present Gryphon: an algorithm that removes the two most extreme measurements from five body scans; removing potentially erroneous data. We assess Gryphon's precision against current industry practice, determine if consecutive and non-consecutive data capture influences precision, and determine 3 D Body Scanning's inherent imprecision inherent. We analyse 97 participants over 121 industry-standard measurements for consecutive and non-consecutive data-capture through MANOVA statistical analysis. Under current industry practice, only one measurement meets ISO 20685. However, under Gryphon and consecutive scanning, 97.5% of measurements meet ISO 20685. We also prove that the body's in-scan movement does not affect reliability. Ultimately, we offer the fashion industry, ergonomists, and practitioners an accessible method to increase 3 D Body Scanning's precision at a level unavailable under previous methods. Ergonomists need precise data, yet we prove 0% of 3 D Body Scanning's measurements meet ISO 20685's tolerances. Our analysis of 97 participants scans, shows consecutive scanning is necessary to achieve data suitable for anthropometric applications. We develop the Gryphon process with consecutive scanning, making 97.3% of measurements meet ISO 20685. ISO: International Organisation for Standards; Three Dimensional: 3D; MANOVA: Multivariate analysis of variance.
时尚行业不能使用 3D 人体扫描来创建定制服装版型,因为其测量结果不符合 ISO 20685:2010 的公差要求。为了提高 3D 人体扫描的精度,我们提出了 Gryphon:一种从五次人体扫描中去除两个最极端测量值的算法,从而去除潜在的错误数据。我们根据当前行业实践评估 Gryphon 的精度,确定连续和非连续数据采集是否会影响精度,并确定 3D 人体扫描固有的不精确性。我们通过 MANOVA 统计分析,对 97 名参与者的 121 项行业标准测量值进行了连续和非连续数据采集的分析。在当前的行业实践中,只有一个测量值符合 ISO 20685。然而,在 Gryphon 和连续扫描的情况下,97.5%的测量值符合 ISO 20685。我们还证明了人体在扫描过程中的运动不会影响可靠性。最终,我们为时尚行业、人体工程学家和从业者提供了一种可访问的方法,以在以前的方法无法达到的水平上提高 3D 人体扫描的精度。人体工程学家需要精确的数据,但我们证明 3D 人体扫描的测量值有 0%符合 ISO 20685 的公差要求。我们对 97 名参与者的扫描进行分析,表明连续扫描是实现适合人体测量应用的数据所必需的。我们使用连续扫描开发了 Gryphon 流程,使 97.3%的测量值符合 ISO 20685。ISO:国际标准化组织;三维:3D;MANOVA:多变量方差分析。