Improved style transfer algorithm in decorative design of ceramic painting

The art of decorating Chinese ceramic products is a precious cultural heritage. However, the illustration techniques used in ceramic decoration face challenges in terms of inheritance and protection due to limited transmission methods and low public awareness. In the era of artificial intelligence, traditional ceramic painting techniques are undergoing transformation. To address the lack of systematic guidance in ceramic painting pattern design and the uncertainty of desired design effects, an improved style transfer algorithm is proposed for decorating ceramic products. The algorithm utilizes the watershed algorithm to segment and extract pixels, ensuring shape consistency during the migration process. Additionally, local affine transformation preserves the integrity of points, lines, and surfaces. The designed improved style transfer algorithm is applied in practice, facilitating the design of ceramic cultural and creative products. This advancement simplifies the expression of decorative patterns in ceramic painting, promotes intelligent development in ceramic decoration design, and enables newcomers and the general public to engage in art creation, ultimately safeguarding and inheriting the techniques of ceramic decoration.

Automated summary

The art of decorating Chinese ceramic products is a precious cultural heritage, but the techniques used in ceramic decoration face challenges in terms of inheritance and protection. To address these challenges, an improved style transfer algorithm is proposed, which simplifies the expression of decorative patterns in ceramic painting and promotes intelligent development in ceramic decoration design. This advancement enables newcomers and the general public to engage in art creation and safeguards the techniques of ceramic decoration.