投稿
|

您当前的位置:工业设计>>走进杂志 >> 往期杂志

2023-01期

基于智能生成技术的传统招幌创新设计

单位:武汉轻工大学     作者:陈莹燕,李淑彤     来源:工业设计杂志     时间:2023-01-19

摘 要:文章以传统招幌为研究对象,进行图像数据采集与智能分析,提取中国传统风格特征的招幌图案,同时通过数据增广的方式获得中国的传统风格招幌图案数据集。基于该数据集,使用生成对抗网络模型来计算招幌中图案之间的数据分布,生成不同的招幌样式。通过智能生成对抗网络学习传统招幌的形象特征,取得了较好的线稿输出效果,为传统文化的收集和非物质文化遗产传承与收集提供了新的思路。

关键词:中国传统招幌;智能生成;视觉传达;生成设计


中图分类号:TB472 文献标识码:A

文章编号:1672-7053(2023)01-0101-03


Abstract:Taking traditional signboards as research object, carry out intelligent image data acquisition and intelligent analysis, extract the signboard patterns with Chinese traditional style characteristics, and obtain the data set of Chinese traditional style signboard patterns by means of data expansion. Based on the pattern data set, the generation countermeasure network model is used to calculate the data distribution between patterns, and generate different signage style. By learning the image characteristics of traditional signboards with generation against network, we have achieved good online manuscript output effect, which provides a new idea for the collection of traditional culture and the inheritance and collection of intangible cultural heritage.

Key Words:Chinese Traditional Signboard; Intelligent Generation; Visual Communication; Generate Design