Journal of Textile Research ›› 2020, Vol. 41 ›› Issue (05): 134-139.doi: 10.13475/j.fzxb.20190604706

• Apparel Engineering • Previous Articles     Next Articles

Classification of young women's somatotypes in Eastern China

YU Jiajia, LI Jian()   

  1. School of Fashion, Beijing Institute of Fashion Technology, Beijing 100029, China
  • Received:2019-06-19 Revised:2020-01-24 Online:2020-05-15 Published:2020-06-02
  • Contact: LI Jian E-mail:jean.xiaoyu@163.com

RichHTML

13

PDF (PC)

215

Abstract:

In order to find a reasonable and convenient classification method for somatotypes, 407 Eastern China young women aged 20-35 were measured anthropometrically using a 3-D scan system, and 66 somatotype indices of each sample were manually measured using reverse engineering software. The main components related to human body shapes were extracted by using factor analysis. Based on the main components, the somatotype characteristic variables were extracted using correlation analysis and other analysis methods. The characteristic variables of human body shapes were analyzed by hierarchical clustering method. Consequently, under-bust flatness ratio, ratio of height-waist, chest-waist difference and hip-waist difference were extracted from the main components. The human body shapes were divided by using the under-bust flatness ratio as the characteristic variable. The body shapes were divided into 14 types based on the somatotype characteristic variables of the ratio of height-waist, chest-waist difference and hip-waist difference. The results show that significant differences between the body types exist and the classification results are reasonable and effective.

Key words: somatotype, somatotype classification, young women, under-bust flatness ratio, ratio of height-waist, chest-waist difference, hip-waist difference

CLC Number: 

  • TS941.17

Tab.1

Analysis results of human data factor"

成分
编号		 初始特征值 旋转平方和载入
合计 方差/% 累积/% 合计 方差/% 累积/%
1 27.754 44.764 44.764 20.776 33.510 33.510
2 14.169 22.854 67.618 15.424 24.878 58.388
3 2.673 4.311 71.928 5.348 8.626 67.014
4 2.209 3.563 75.492 3.064 4.942 71.956
5 2.074 3.345 78.837 2.974 4.797 76.753
6 1.682 2.713 81.550 2.313 3.731 80.484
7 1.221 1.969 83.519 1.882 3.035 83.519

Tab.2

Characteristic variable of overall somatotype"

形态指标 形态特
征变量		 计算公式
体质指数 BMI BMI=体重÷身高2
肥胖度 肥胖度=实际体重-标准体重标准体重×100%
标准体重=(身高-100 cm)×0.9-
2.5 kg
高瘦指数 身胸比、
身腰比、
身臀比		 高瘦指数=身高÷对应围度
丰满指数 胸腰差、胸腹差、
腰腹差、臀腰差、
臀腹差		 围度之差(正值)
圆度指标 胸围扁平率、
乳下围扁平率、
腰围扁平率、
腹部前突点
围扁平率、
臀围扁平率		 扁平率=部位宽÷部位厚

Tab.3

Clustering center of under-bust flatness ratio"

聚类 乳下围扁平率 样本数/个 样本占比/%
1 1.33 169 41.5
2 1.20 170 41.8
3 1.47 68 16.7

Tab.4

Range of under-bust flatness ratiocm"

体型 乳下围矢径比
计算范围		 乳下围矢径比
计算均值		 乳下围矢径比
调整范围
圆体 1.19~1.21 1.20 1.14~1.27
正常体 1.32~1.34 1.33 1.27~1.40
扁体 1.46~1.48 1.47 1.40~1.54

Tab.5

Range of ratio of height-waistcm"

体型 身腰比计算
范围		 身腰比计算
均值		 身腰比调整
范围
普通体 2.13~2.63 2.38 2.16~2.61
偏胖体 1.67~2.19 1.93 1.70~2.16

Tab.6

Range of ratio of chest-waist differencecm"

体型 胸腰差计算
范围		 胸腰差计算
均值		 胸腰差调整
范围
u 9.5~12.8 11.2 9.3~13.2
S胸腰差 13.3~16.9 15.1 13.2~17.6
v 17.7~22.5 20.1 17.6~22.6
w 23.3~26.9 25.1 22.6~27.6

Tab.7

Range of ratio of hip-waist differencecm"

体型 臀腰差
计算范围		 臀腰差
计算均值		 臀腰差
第1次调整后
范围		 臀腰差
第2次调整后
范围
m 5.6~8.3 7.0 3.0~11.0 3.0~11.0
n 12.8~17.0 15.0 11.0~17.9 11.0~18.0
S臀腰差 18.5~22.9 20.7 17.9~23.7 18.0~24.0
倒v 24.3~28.9 26.6 23.7~29.6 24.0~30.0

Tab.8

Features of somatotype"

指数 正常体 圆体 扁体
Cv Cu Cs Cx C倒v Cn Rx Rn RS RH Bx Bw BS B倒v
肥胖指数 普通 普通 普通 普通 普通 偏胖 普通 偏胖 普通 偏胖 普通 普通 普通 普通
上身丰满指数 v型 u型 标准 v型 标准 标准 v型 标准 标准 u型 v型 w型 标准 标准
下身丰满指数 标准 标准 标准 倒v型 倒v型 n型 倒v型 n型 标准 m型 倒v型 标准 标准 倒v型

Tab.9

Independent test of each somatotype of R"

主体型 对比体型 身腰比Sig. 胸腰差Sig. 臀腰差Sig. 主体型 对比体型 身腰比Sig. 胸腰差Sig. 臀腰差Sig.
Rx Rn 0.00 0.00 0.00 RS Rx 0.00 0.00 0.00
RS 0.00 0.00 0.00 Rn 0.00 0.00 0.00
RH 0.00 0.00 0.00 RH 0.00 0.00 0.00
Rn Rx 0.00 0.00 0.00 RH Rx 0.00 0.00 0.00
RS 0.00 0.00 0.00 Rn 0.00 0.00 0.00
RH 0.00 0.00 0.00 RS 0.00 0.00 0.00
[1] 申亚楠. 北京市中小学生的服装号型研究[D]. 北京:北京服装学院, 2017: 94-95.
SHEN Yanan. The research on clothing size designation of primary and middle school students in Beijing[D]. Beijing: Beijing Institute of Fashion Technology, 2017: 94-95.
[2] 王祺明. 基于人体三围截面面积的江浙地区女性体型分类[J]. 纺织学报, 2016,37(5):131-136.
WANG Qiming. Female body classification in Jiangsu and Zhejiang based on cross-sectionalarea of body[J]. Journal of Textile Reasearch, 2016,37(5):131-136.
[3] 金娟凤, 庞程方, 陈伟杰, 等. 青年男性肩点横截面曲线及其体型细分[J]. 纺织学报, 2016,37(8):100-106.
JIN Juanfeng, PANG Chengfang, CHEN Weijie, et al. Study on subdivision of young male's shoulder shapes and cross-section curve[J]. Journal of Textile Reasearch, 2016,37(8):100-106.
[4] 蔡倩云. 基于空间向量模长的青年女性上体体型分类及原型生成[D]. 杭州:浙江理工大学, 2016: 29-39.
CAI Qianyun. Classification of young female's upper body form based on space vector and pattern customization[D]. Hangzhou: Zhejiang Sci-Tech university, 2016: 29-39.
[5] 姚怡, 马静, 吴欢, 等. 基于小波系数的青年女性体型分类及原型纸样[J]. 纺织学报, 2017,38(12):119-123.
YAO Yi, MA Jing, WU Huan, et al. Young female body body shape classification and pr-ototype patterns based on wavelet coefficient[J]. Journal of Textile Reasearch, 2017,38(12):119-123.
[6] LEE N S, PARK K S. Anthropomorphic classi-fication using three-dimensional Fourier desc-riptor[C]//ALAN C B, VYVYAN H. Biomedical image processing Ⅱ. Bellingham: The International Society for Optical Engineering, 1991: 133-143.
[7] CHOI Y L, NAM Y J. Classification of upper lateral body shapes for the apparel industry[J]. Human Factors & Ergonomics in Manufacturing & Service Industries, 2010,20(5):378-390.
[8] YOON M K, NAM Y J, KIM W. Classifying male upper lateral somatotypes using space vectors[J]. International Journal of Clothing Science and Technology, 2016,28(1):115-129.
doi: 10.1108/IJCST-03-2015-0043
[9] 王新越, 伍烨轩. 中国东部地区国内旅游消费与城镇化协调关系研究[J]. 地理科学, 2018,38(7):1139-1147.
doi: 10.13249/j.cnki.sgs.2018.07.015
WANG Xinyue, WU Yexuan. Coordination relationship between domestic tourism consumption and urbanization in the eastern region of China[J]. Scientia Geographica Sinica, 2018,38(7):1139-1147.
doi: 10.13249/j.cnki.sgs.2018.07.015
[10] 余佳佳. 面向网络服装定制的青年女性人体体型研究[D]. 北京:北京服装学院, 2018: 27-29.
YU Jiajia. Research on body shape of young women oriented to online garment customiz-ation[D]. Beijing: Beijing Institute of Fashion Technology, 2018: 27-29.
[11] 孙才志, 王敬东, 潘俊. 模糊聚类分析最佳聚类数的确定方法研究[J]. 模糊系统与数学, 2001,15(1):89-92.
SUN Caizhi, WANG Jingdong, PAN Jun. Research on the method of determining the optional class number of fuzzy cluster[J]. Fuzzy Systems and Mathematics, 2001,15(1):89-92.
[12] 方方, 王子英. K-means聚类分析在人体体型分类中的应用[J]. 东华大学学报(自然科学版), 2014,40(5):593-598.
FANG Fang, WANG Ziying. Application of K-means clustering analysis in the body shape classification[J]. Journal of Donghua University(Natural Science Edition), 2014,40(5):593-598.
[1] CHEN Xiya, ZHAO Ying, CAI Xiaoyu, GU Bingfei. Leg classification for young women based on leg shape characteristics [J]. Journal of Textile Research, 2020, 41(11): 136-142.
[2] . Waist hip somatotype and classification of young women in Northeast China [J]. JOURNAL OF TEXTILE RESEARCH, 2018, 39(04): 106-110.
[3] . Classification of body shape based on longitudinal section curve [J]. JOURNAL OF TEXTILE RESEARCH, 2017, 38(06): 86-91.
[4] . Research of young female somatotype based on longitudinal profile curves [J]. JOURNAL OF TEXTILE RESEARCH, 2014, 35(8): 87-0.
[5] . Analysis body shape of young women by use of body surface angles [J]. JOURNAL OF TEXTILE RESEARCH, 2013, 34(7): 106-110.
[6] . Study on bodytTyping and garment size grading of young women in Northeast China [J]. JOURNAL OF TEXTILE RESEARCH, 2013, 34(11): 131-0.
[7] ZHANG Xiu, WANG Hong-Fu. Discussion on crotch height of young women based on 3-D body measurement [J]. JOURNAL OF TEXTILE RESEARCH, 2012, 33(7): 100-103.
[8] . The Analysis of Somatotype of School Girl in Liaoning Province [J]. JOURNAL OF TEXTILE RESEARCH, 2011, 32(9): 104-108.
[9] WEI He-yue;QIAN Xiao-ming;ZHAI Li-li. Study on physical attractiveness of Chinese young women [J]. JOURNAL OF TEXTILE RESEARCH, 2010, 31(2): 90-95.
Viewed
Full text


Abstract

Cited
  Shared   
  Discussed   
No Suggested Reading articles found!
京ICP备14006648号
Copyright 2021 © Editorial office of Journal of Textile Research
Supported by Beijing Magtech Co.Ltd