Research on Clothing Styles Classification Model Based on the MDS and K-Means Method

Abstract:

In this paper, the classification model of clothing styles is established based on the MDS (Multi-dimensional Scaling) and K-means method. MDS is adopted to make the quantitative analysis of the clothing styles and the similar perceptual mapping of the clothing styles is set up. In addition, according to the intuitional visual effects of similar perceptual mapping, the groups of clothing classification are preliminarily determined, coordinate values of the multidimensional space are achieved, and through cluster analysis of coordinate values, the categories of the clothing styles are finally determined. Then, this model is adopted to conduct the research on Ladie’s Wear for testifying the operability of the model.

• Periodical: Advanced Materials Research (Volume 331)
• Pages: 616-619
• DOI: https://doi.org/10.4028/www.scientific.net/AMR.331.616
• Online since: September 2011
• Authors: Hui Juan Xu, Feng Yuan Zou, Jing Wei, Ying Zhang
• Keywords: Classification Model, Clothing Styles, K-Mean, MDS

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