[1]顾冰菲,章玲玲,赵崧灵.基于聚类和Apriori算法的苗族女上装色彩分析[J].服装学报,2024,9(02):167-174.
　GU Bingfei,ZHANG Lingling,ZHAO Songling.Color Analysis of Miao Women’s Coats Based on Clustering and Apriori Algorithm[J].Journal of Clothing Research,2024,9(02):167-174.
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基于聚类和Apriori算法的苗族女上装色彩分析()
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《服装学报》[ISSN:2096-1928/CN:32-1864/TS]

卷:
第9卷
期数:
2024年02期
页码:
167-174
栏目:
民族服装
出版日期:
2024-04-30

文章信息/Info

Title:
Color Analysis of Miao Women’s Coats Based on Clustering and Apriori Algorithm
作者:
顾冰菲1; 2; 3;  章玲玲1;  赵崧灵1
1.浙江理工大学 服装学院,浙江 杭州 310018; 2.浙江理工大学浙江省服装工程技术研究中心，浙江 杭州310018; 3.浙江理工大学 丝绸文化传承与产品设计数字化技术文化和旅游部重点实验室,浙江 杭州 310018
Author(s):
GU Bingfei1; 2; 3;  ZHANG Lingling1;  ZHAO Songling1
1. School of Fashion Design and Engineering, Zhejiang Sci-Tech University, Hangzhou 310018, China; 2. Clothing Engineering Research Center of Zhejlang Province， Zhejiang Sci-Tech University, Hangzhou 310018，China; 3. Key Laboratory of Silk Culture Heritage and Products Design Digital Technology, Ministry of Culture and Tourism, P.R.China, Zhejiang Sci-Tech University, Hangzhou 310018, China
分类号:
TS 195.644
文献标志码:
A
摘要:
苗族服饰元素是中国服饰文化的重要组成部分,其色彩搭配方式蕴含着极大的文化价值,展现了中国传统设计理念。以苗族女上装图像作为研究对象,对其色彩进行提取与分析。通过K-means聚类得到10个整体色、5个主色及10个辅色代表色,在HSV色彩空间下分析苗族服饰色彩分布,最后采用Apriori算法挖掘配色规则并建立配色网络。结果显示,苗族女上装以中低饱和、中低明度的红、黄、蓝色系为主,图案与主体色彩呈现出强烈对比。将配色关系应用到设计实践中,可促进苗族服饰色彩的传承与保护,为研究民族传统服饰色彩提供一定的借鉴和参考。
Abstract:
Miao costume elements play a significant role in China’s rich cultural attire. Their color matching contains great cultural value and unique Chinese traditional design concepts. This paper takes the image of Miao women’s coats as the research object to realize color extraction and color matching analysis. Through K-means clustering, 10 overall representative colors, 5 main colors and 10 auxiliary representative colors are obtained. The color distribution of Miao costumes is analyzed in the HSV color space. Finally, the Apriori algorithm is used to mine color matching rules and establish a color matching network. The results show that the Miao women’s coats predominantly feature colors such as red, yellow and blue with low saturation and brightness, and the patterns show a strong contrast with the main colors. The color matching relationship can be applied in design practices to promote the inheritance and protection of Miao costumes’ colors, and provide some reference for the study of traditional national clothing colors.

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相似文献/References:

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更新日期/Last Update: 2024-05-11