3D human ear modelling with parameterization technique and variation analysis

主成分分析 变化(天文学) 人体测量学 计算机科学 集合(抽象数据类型) 人耳 差异(会计) 3d打印 产品(数学) 产品设计 数学 人工智能 工程类 声学 地理 物理 几何学 会计 考古 天体物理学 生物医学工程 业务 程序设计语言
作者
Fang Fu,Ameersing Luximon,Yan Luximon
出处
期刊:Ergonomics [Taylor & Francis]
卷期号:67 (5): 638-649 被引量:10
标识
DOI:10.1080/00140139.2023.2236820
摘要

Anthropometry is vital to provide design references when seeking proper product fit. Nowadays, 3D anthropometry is widely used to provide more size and shape details for improving product designs. However, 3D ear anthropometry is still at an explorative stage, considering the complex ear morphology and other technical obstacles. The proposed research method in this study is applicable to analyse the 3D point cloud of the entire external ear. With the cross-parameterisation technique, the dataset was used to explore the morphological characteristics of the ear. Ear dimensions were automatically extracted and further analysed to explore the gender and symmetry differences using two-way ANOVA. The 3D ear models were investigated through Principal Component Analysis (PCA). The most significant variation was found in the helix and concha region, and the overall ear size is the second important factor determining ear variance. The statistical models were generated as 3D design references for ear-related products.Practitioner summary: This study revealed the morphological variations of the entire 3D external ear with a parameterised 3D ear dataset. Based on the PCA findings, a set of statistical models were generated as design references for product evaluation digitally or physically.
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