设计2024，Vol.37Issue(13)：52-55,4.
基于扩散模型的联珠团窠纹再生设计研究
RESEARCH ON THE REGENERATION DESIGN OF LIANZHU TUANKE PATTERN BASED ON DIFFUSION MODEL
赵丽妍 1王永琪2
作者信息
- 1. 浙江理工大学国际时装技术学院
- 2. 浙江理工大学服装学院
- 折叠
摘要
Abstract
The creation of images makes extensive use of artificial intelligence generated content.The application of the diffusion model is examined for Lianzhu Tuanke pattern regeneration design in order to address the issue of time-consuming and labor-intensive traditional pattern design approaches in making Lianzhu Tuanke pattern.An effective description text is created and the diffusion model is rebuilt by extracting the structural and artistic characteristics of Lianzhu Tuanke pattern and researching the cross attention module in the diffusion model.The application of structural similarity as a benchmark and the Gaussian function to establish the screening threshold are both part of the suggested regenerative design process.The findings of the subjective and objective evaluations show that applying the reconstructed diffusion model for pattern regeneration design is feasible.This offers advanced concepts and techniques for the regeneration design of Lianzhu Tuanke pattern.关键词
联珠团窠纹/扩散模型/纹样再生设计/结构相似度/生成式人工智能Key words
Lianzhu tuanke pattern/Diffusion model/Pattern regeneration design/Structural similarity index/Artificial intelligence generated content分类
轻工纺织引用本文复制引用
赵丽妍,王永琪..基于扩散模型的联珠团窠纹再生设计研究[J].设计,2024,37(13):52-55,4.
