The application of image style conversion network in the design of Zhuang brocade pattern derivation

Kailin Meng; Zhuo Shi; Mengxue Zhang; Biao Xiong; Qianli Su

doi:10.1117/12.3011836

8 November 2023 The application of image style conversion network in the design of Zhuang brocade pattern derivation

Kailin Meng, Zhuo Shi, Mengxue Zhang, Biao Xiong, Qianli Su

Proceedings Volume 12923, Third International Conference on Artificial Intelligence, Virtual Reality, and Visualization (AIVRV 2023); 129231L (2023) https://doi.org/10.1117/12.3011836
Event: 3rd International Conference on Artificial Intelligence, Virtual Reality and Visualization (AIVRV 2023), 2023, Chongqing, China

Abstract

Object: With the help of style conversion Network, the design of the Zhuang brocade pattern is derived to explore the new direction of inheritance and development of the Zhuang brocade pattern in the current era. Methods: The cultural connotation and design value of Zhuang brocade patterns are analyzed, and the selected Zhuang brocade patterns are used as content maps and different style maps to conduct style conversion Network experiments. The experimental results are analyzed and evaluated to find the optimal conversion solution. Investigate the effect of the conversed Zhuang brocade pattern in the derivative design. Result: By using style conversion Network, different styles of patterns can be generated quickly and can produce good derivative design effects in many products, thus achieving the purpose of integrating Zhuang brocade patterns with modern products. Conclusion: The addition of the style conversion Network algorithm makes the style simulation process significantly reduced, saving time for subsequent derivative designs and providing the possibility of mass production. The designs produced by the style conversion Network retain the original pattern characteristics of Zhuang brocade, with both auspicious symbolic meaning and national spirit, and realize the interaction between traditional crafts and the art field, in which the cultural heritage can also be shown, promoting Zhuang culture and providing new possibilities for the modern development of Zhuang brocade patterns.

(2023) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Kailin Meng, Zhuo Shi, Mengxue Zhang, Biao Xiong, and Qianli Su "The application of image style conversion network in the design of Zhuang brocade pattern derivation", Proc. SPIE 12923, Third International Conference on Artificial Intelligence, Virtual Reality, and Visualization (AIVRV 2023), 129231L (8 November 2023); https://doi.org/10.1117/12.3011836

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KEYWORDS

Design and modelling

Network architectures

Transformers

Color

Image processing

Diamond patterning

Image classification

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