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

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 cm;waistline: 62.5,65.5,68.5 cm,and hip circumference: 90,92.5,95 cm,respectively.