Classification and Identification of Young Females Shoulder Shape Using the Fisher Discriminant Analysis Based on 3D Body Measurement

摘要：

　　In order to improve the fitting of garment on shoulder,the measurement of 275 young females aged from 20-24 were taken with 3D-body scanner; the position data relating to the shoulder was conducted using cluster analysis,and extracted 5 characteristic indices that contained almost information of shoulder shape; the rationality of clustering shoulder shape to 4 different types was tested and verified through using one-way analysis of variance; then established the Fisher Discriminant Analysis (FDA) model to identify the young females shoulder shape.The result showed that the forecasting model of Fisher Discriminant Analysis (FDA) had excellent performance,high prediction accuracy,so it provided a new method to identify young females shoulder shape.

关键词： Characteristic index Cluster analysis Fisher Discriminant Analysis

作者: Fengyuan Zou Juanfeng Jin Jie Sun Ming Li

作者单位: Zhejiang Sci-Tech University, Hangzhou, Zhejiang, 310018, China;Key Laboratory of Advanced Textile M Zhejiang Sci-Tech University, Hangzhou, Zhejiang, 310018, China

会议类型: 国际会议

会议名称: the Second International Conference on Frontiers of Manufacturing and Design Science(第二届制造与设计科学国际会议(ICFMD 2011))

会议地点: 台湾

会议语种:英文

页码: 4421-4425

在线出版日期: 2011-12-11（万方平台首次上网日期，不代表论文的发表时间）