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人工智能辅助的中式传统纹样生成方法研究OA

A study on the generation method of Chinese traditional patterns assisted by artificial intelligence

中文摘要英文摘要

中式传统纹样是中华文化的艺术瑰宝,但在其传承与发展过程中面临制作效率低下与数据资源匮乏等问题.针对该现状,本文关注于中式传统纹样的智能化生成,提出一种融合程序化生成技术与文生图大模型的中式传统纹样生成方法.该方法首先通过程序化建模生成几何线稿,随后利用文生图大模型生成具有中式审美特征的纹样图像,最终形成一套高效且可扩展工作流.实验结果表明,本文所设计方法提升了中式传统纹样的制作效率,为纹样创作提供了智能化的解决方案,并为中华优秀传统文化的守正创新提供了新的思路与参考.

Chinese traditional patterns are artistic treasures of Chinese culture,but their inheritances and developments are plagued by problems such as low production efficiency and lack of data resources.To address this issue,this paper fo-cuses on the intelligent generation of Chinese traditional patterns,and puts forward a method of generating traditional Chi-nese patterns by combining programmatic generation technology with a text-to-image large language model.The proposed method firstly generates geometric line drafts through programmed modeling,then utilizes the text-to-image large language model to generate pattern images with Chinese aesthetic characteristics,and finally forms an efficient and scalable work-flow.The experimental results demonstrate that the proposed method improves the production efficiency of generating Chi-nese traditional patterns,provides an intelligent solution for pattern creation,and offers new insights and references for pre-serving and innovating Chinese traditional culture.

南江蛟;冯大蕗;孙略

北京电影学院智能影像工程学院,北京 100088||北京电影学院中国电影高新技术研究院,北京 100088北京电影学院智能影像工程学院,北京 100088||北京电影学院中国电影高新技术研究院,北京 100088北京电影学院智能影像工程学院,北京 100088||北京电影学院中国电影高新技术研究院,北京 100088

轻工纺织

中式传统纹样程序化生成人工智能生成内容(AIGC)数字化制作

Chinese Traditional PatternsProcedural GenerationAIGCDigital Production

《现代电影技术》 2026 (1)

35-43,9

北京电影学院校级重点科研项目"人工智能辅助的中式传统纹样创作研究"(6000100941/127)北京市教育委员会科研计划项目"沉浸式虚拟交互环境中细粒度用户体验质量评估研究"(KM202410050001).

10.3969/j.issn.1673-3215.2026.01.004

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