| 主成分分析法在成年男性体型聚类中的应用 |
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| 引用本文： | 王竹君,邢英梅,戴鸿.主成分分析法在成年男性体型聚类中的应用[J].西北纺织工学院学报,2010(4):429-433. |
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| 作者姓名： | 王竹君 邢英梅 戴鸿 |
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| 作者单位： | [1]安徽工程大学纺织服装系,安徽芜湖241000 [2]西安工程大学服装与艺术设计学院,陕西西安710048 |
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| 基金项目： | 安徽工程大学青年科研基金（2007YQ026） |
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| 摘 要： | 针对GB/T1335.1—1997男装号型标准中,体型分类指标单一,体型分类不够细致的现状,利用三维人体扫描技术采集了成年男性长度、围度、宽度、厚度等方面的人体数据,采用主成分分析从中提取了不同体型聚类指标,进行了相应的体型聚类分析.所得结果表明,应用主成分分析法进行成年男性体型聚类可改进当前国标体型分类指标单一的不足,达到细化体型分类的目的,完全符合大规模量身定制时代对体型分类的要求.
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| 关 键 词： | 数据采集 体型聚类 主成分分析 聚类分析 |
Application of main component analysis on male body type cluster |
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| WANG Zhu-jun,XING Ying-mei,DAI Hong.Application of main component analysis on male body type cluster[J].Journal of Northwest Institute of Textile Science and Technology,2010(4):429-433. |
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| Authors: | WANG Zhu-jun XING Ying-mei DAI Hong |
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| Affiliation: | 1.Department of Textile and Apparel,Anhui University of Technology and Science,Wuhu,Anhui 241000,China;2.School of Fashion and Art Design,Xi′an Polytechnic University,Xi′an 710048,China) |
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| Abstract: | In order to improve the defect of male garment sizes standard GB/T1335.1-1997,the male body data related to length,circumference,width,thickness,were collected by the 3D human body scanner,and then the different indexes of body type cluster were extracted by main component analysis,the data were analyzed by cluster analysis.It is illustrated that main component analysis is feasible for improving the defect of male garment sizes standard GB/T1335.1-1997,achieving the purpose of body type classification,and demand of MTM（Measure to Manufacture）. |
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| Keywords: | data collection body type cluster main component analysis cluster analysis |
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