文献类型：期刊文献

中文题名：女性腿部尺寸回归分析

英文题名：Regression analysis of women's leg size

作者：张益洁[1];刘雪林[1]

机构：[1]绍兴文理学院上虞分院

年份：2017

卷号：54

期号：9

起止页码：31

中文期刊名：丝绸

外文期刊名：Journal of Silk

收录：CSTPCD、、北大核心2014、CSCD_E2017_2018、Scopus、北大核心、CSCD

语种：中文

中文关键词：二维非接触式;人体测量;腿部尺寸;腓骨;相关分析;多项式回归

外文关键词：2D noncontact;;body measurement;;leg size;;fibula;;correlation analysis;;polynomial regression

中文摘要：为二维非接触人体自动测量提供腿部尺寸计算方法,文章以年龄在18~60岁的208名女性人体为研究对象,采用日本马丁测量仪获得人体数据,对测量数据进行相关分析。进一步选取变量,采用逐步回归方法,建立与医用压力袜相关的人体腿部主要部位围度、腓骨点高度的多元线性、多元二次、多元三次回归方程。经比较与检验各方程的回归效果,最终选择出腿部各部位围度、腓骨点高度的最优拟合方程,并分析各部位截面轮廓形态。随机选取20组女性数据对腿部尺寸回归方程进行验证,结果表明,各回归方程具有良好的预测效果,为人体二维非接触式测量及医用压力袜的研究提供参考价值。

外文摘要：To provide a computing method of human leg sizes for 2D non-contact measurement system,this study was conducted with 208 women at the age of 18 to 60. For this purpose,Martin Meter from Japan was adopted to obtain body data,and related analysis was made on the measured data. On this basis,variables were selected for stepwise regression analysis to establish multivariate linear,multivariate quadratic and multivariate cubic regression equations of circumference of main sections of human leg and height of fibula point related to medical compression stockings.Through comparison and testing of the regression effect of the equations,the optimal fitting equation of circumference of main sections of human leg and height of fibula point was finally determined,and the sectional contour shape of each section was analyzed. 20 groups of female data was selected at random to verify the regression equations of leg sizes,and the results show that the regression equations are of good predictive effect,which provides reference value to 2D noncontact measurement of human body and research of medical compression stockings.