AIGC技术下汉代画像石元素在国潮服装中的应用研究

The Application of Han Dynasty Petroglyph Elements in Guochao Apparel Using AIGC Technology

文章分析了生成式人工智能技术在汉代画像石图案数字化处理与国潮服装设计中的应用。通过高分辨率扫描、深度学习和生成对抗网络等先进技术,从汉代画像石中提取复杂的图案和纹样,并将其应用于现代服装设计。AIGC技术能够显著提升图像处理效率和质量,修复后的纹样更加清晰。通过创意设计将其与现代时尚相结合,成功设计出具有汉代文化元素的国潮服装。这些服装不仅保留了传统文化的韵味,也符合当代年轻人的审美需求。结论指出,尽管AIGC技术在设计过程中存在生成图像可控性差、难以保留设计师意图等不足,但其在文化传承与现代时尚融合中的应用前景广阔。

The applications of artificial intelligence generated content(AIGC)in the digital processing of Han dynasty petroglyph patterns and their integration into Guochao apparel design are analyzed in this paper.Utilizing advanced techniques such as high-resolution scanning,deep learning,and generative adversarial networks,complex patterns and motifs are extracted from Han dynasty petroglyphs and applied to contemporary fashion design.AIGC technology significantly enhances image processing efficiency and quality,resulting in clearer patterns.By creatively combining these elements with modern fashion,apparel that incorporates Han dynasty cultural elements has been successfully designed.These garments not only retain the charm of traditional culture but also meet the aesthetic demands of contemporary youth.It is concluded that the vast potential of AIGC technology in integrating cultural heritage with modern fashion,despite challenges such as poor control over generated images and difficulty preserving designer intent during the design process.