江莎莉,任琼

• 1:江汉大学设计学院

摘要(Abstract)：

针对传统服装颜色特征提取系统直观性差,提取结果不可靠等问题,设计了基于Matlab GUI的服装颜色特征提取系统。介绍了系统设计思想,对服装图片进行主成分分析变换,得到主成分分析空间的颜色特征,把测试样本和训练样本依次投影至特征空间,得到相应的识别特征,采用K-means法对颜色进行分类,按照空间一致原则实现服装颜色特征提取。给出GUI界面设计过程,采用Matlab中的uigetfile函数输入服装图片,通过get函数实现颜色提取结果的展示,利用write函数保存服装颜色特征信息,给出系统退出代码。实验结果表明所设计系统能够直观展示服装颜色特征,且颜色特征提取结果可靠。

关键词(KeyWords)： 服装颜色;特征提取;GUI界面;系统设计;主成分分析;K-means法

Abstract:

Keywords:

基金项目(Foundation):

作者(Author): 江莎莉,任琼

DOI: 10.16652/j.issn.1004-373x.2018.09.021

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