Colour of Xunyi Coloured Sticker Paper-cutting Based on K-means Clustering Digital Extraction and Application Research

ZHAN Qinchuan; LI Yuhua; DU Guolong

doi:10.19554/j.cnki.1001-3563.2025.22.021

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Packaging Engineering ›› 2025, Vol. 46 ›› Issue (22) : 217-232. DOI: 10.19554/j.cnki.1001-3563.2025.22.021

Industrial Design

Colour of Xunyi Coloured Sticker Paper-cutting Based on K-means Clustering Digital Extraction and Application Research

ZHAN Qinchuan, LI Yuhua, DU Guolong

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Abstract

The work aims to quantify the colour characteristics and collocation relationship of Xunyi coloured sticker paper-cutting based on digital means, to analyse its rich colour composition, and provide theoretical and technical support for the modern inheritance and innovative design of cultural heritage. The K-means clustering algorithm was used as the core tool to digitally extract the colour characteristics of Xunyi coloured sticker paper-cutting. Firstly, the collected image samples of Xunyi coloured sticker paper-cutting was pre-processed with super-resolution and data alignment; then the K-means algorithm was used to extract two clusters for individual and group objects respectively, to obtain the characteristic colours of individuals and groups, and to construct the colour network model; then an HSV visual analysis of colours was carried out to summarize and analyse the colour characteristics of Xunyi coloured sticker paper-cutting and conduct an in-depth analysis on the multi-source causes of its colour representation; and then an in-depth analysis of the colour characteristics of Xunyi coloured sticker paper-cutting was carried out and its multi-source causes were analysed. Finally, the colour network model was used to guide the colour matching, and Python's Cv2, Scikit-Image, Pillow and other libraries were used to achieve the batch generation of colour matching schemes, which was applied to the design practice. A digital feature extraction system of Xunyi coloured sticker paper-cutting colours based on the K-means clustering algorithm was successfully constructed, and a colour matching scheme with traditional colour aesthetic characteristics was generated. It can objectively reflect the colour characteristics of Xunyi coloured sticker paper-cutting, improve the design efficiency of designers, meet the diversified needs of modern design, and provide new ideas for the inheritance and innovation of intangible cultural heritage.

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K-means clustering algorithm / colour extraction / Xunyi coloured sticker paper-cutting / intangible cultural heritage

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ZHAN Qinchuan, LI Yuhua, DU Guolong. Colour of Xunyi Coloured Sticker Paper-cutting Based on K-means Clustering Digital Extraction and Application Research[J]. Packaging Engineering. 2025, 46(22): 217-232 https://doi.org/10.19554/j.cnki.1001-3563.2025.22.021

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