基于三维人体测量的江浙女模特体型分类

Body size classification of female models in Jiangsu-Zhejiang based on 3-D body measurement

针对现有国家号型中缺少模特体型这一问题,利用三维人体测量技术,对192名18～24岁的江浙女模特进行60项指标测量,利用SPSS软件进行主成分分析,将60多项测量变量压缩到身高、胸围、腰围、臀围、腰高5个方面。然后进行分层聚类分析,得出适合K-均值聚类法中的分类数,通过K-均值聚类法得到Y型体的模特号型标准:身高分别为170、175、180 cm;腰高分别为109、112、105 cm;胸围分别为84、87、90 cm;腰围分别为62.5、65.5、68.5 cm,臀围分别为90、92.5、95cm。

In response to the inadequacies of models＇ garment size in the state size system, we used 3-D body measurement techniques to measure 192 female models ageing from 18 to 24 in Jiangsu-Zhejiang and 60 indicator measurements were taken from each subject. SPSS software was used to conduct the principal component analysis, and the 60 measurements were compressed into five critical indicators--body height, bust line, waist line, hip circumference and waist height. Then, we get the classification number for K- means clustering through stratified clustering analysis. And by K-means clustering method, we get the Y body shape models standard sizes, that is, the body height ： 170, 175, 180 cm ; waist height ： 109, 112, 105 cm ; the bust ： 84, 87, 90 em; waistline ： 62.5, 65.5,68.5 cm, and hip circumference ： 90, 92.5, 95 cm, respectively.