安徽工程大学学报2025，Vol.40Issue(5)：28-35,42,9.
基于聚类分析的宋代文物褙子造型研究
A Study on the Shape of Song Dynasty Cultural Relics Based on Cluster Analysis
摘要
Abstract
The gown is the most common clothing style in Song Dynasty,and the study of the shape of the gown can provide reference value for the restoration and innovative design of ancient clothing.This paper takes 20 pieces of Song Dynasty cultural relics as the research object,extracts the size data of their predecessors such as length,waist width,sleeve length,sleeve width,cuff width and other parts from relevant archaeological reports,and uses computer image measurement method to obtain detailed size data,such as sleeve length,sleeve width,armpit angle,hem angle and so on.Two principal component factors of sleeve morphology were extracted by principal component analysis:sleeve width and sleeve length.The three principal component factors of body shape,including body width,body height and side swing shape helped determine the overall description model,and K-means clustering was used to divide the sleeve shape into four categories.There are 3 types of body shapes.On the basis of the classification of sleeve shape and body and compared with 20 pieces of unearthed cultural relics one by one,the study reveals that the combination of body and sleeve shape can be summarized into four categories.关键词
宋代褙子/袖部造型/衣身造型/主成分分析/聚类分析Key words
Song Dynasty gown/sleeve styling/body styling/principal component analysis/cluster analysis分类
轻工纺织引用本文复制引用
杨祥斌,袁惠芬,何一凡,薄泽明..基于聚类分析的宋代文物褙子造型研究[J].安徽工程大学学报,2025,40(5):28-35,42,9.基金项目
安徽省高校哲学社会科学研究项目(2023AH050881) （2023AH050881）
