纺织学报 ›› 2015, Vol. 36 ›› Issue (10): 134-139.

• 服装工程 • 上一篇    下一篇

春夏女装流行色的层次聚类分类方法

  

  • 收稿日期:2014-08-25 修回日期:2015-07-02 出版日期:2015-10-15 发布日期:2015-10-12

Categorization for women's spring /summer fashion color based on hierarchical cluster method

  • Received:2014-08-25 Revised:2015-07-02 Online:2015-10-15 Published:2015-10-12

摘要:

采用层次聚类分析方法对春夏女装流行色进行分类,按照流行色预案间的色差距离对女装流行色进行量化分类。该方法以2007年到2015年国际流行色协会发布的春夏女装流行色预案为数据样本,采用层次聚类的聚合算法对流行色预案进行分类,之后依照色彩类别出现频次,将所得类别分为继承类色彩类别和创新性色彩类别,研究色差阈值与聚类结果的关系。实验结果显示,在色差阈值为10.40时,春夏流行色预案可以形成12个继承类色彩类别,且继承类色彩所占比例达到38.8%,形成的继承类色彩类别及各类别色彩分布体现了春夏女装流行色分布的特点。

Abstract:

The hierarchical cluster method is proposed in this paper to categorize the women’s spring/summer fashion color based on the color difference between the palettes. Nine years of fashion color palettes from 2007 to 2015 are provided as the database for the aggregation algorithm of hierarchical cluster. The categories of the fashion colors are defined as the inherit category and the creative category according to the yearly occurrence frequency of its color palettes. The experiment result shows that the women’s spring/summer fashion colors can be clustered into 12 inherit categories with the color difference threshold T=10.40 for the hierarchical cluster method, and 38.8% of the color palettes fall into the inherit category. The characteristic of the women’s spring/summer fashion color distribution can be expressed in the final clustering result.

中图分类号: 

  • TS941.13
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