| 刘淼,王晨月.GAN技术在传统竹编元素生成中的设计[J].包装工程,2020,41(20):34-40. |
| GAN技术在传统竹编元素生成中的设计 |
| Design of GAN Technology in Generation of Traditional Bamboo Weaving Elements |
| 投稿时间：2020-08-30 修订日期：2020-10-20 |
| DOI：10.19554/j.cnki.1001-3563.2020.20.007 |
| 中文关键词: 生成式对抗网络 传统文化 元素生成 文创产品设计 瑞昌竹编 |
| 英文关键词: generative adversarial networks traditional culture element generation cultural and creative product design Ruichang bamboo weave |
| 基金项目:上海市设计学IV类高峰学科资助项目（DA17014，DB17024，DB19304） |
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| 中文摘要: |
| 目的 探究传统文化元素的生成方法，将之运用至文创产品的设计实践中，在传播中华优良传统文化方面进行尝试。通过技术方法上的创新和运用解决非物质文化遗产传承人不足，文化元素陈旧匮乏等现实问题。方法 以瑞昌竹编的传统文化元素为例，综合文献研究、田野调查、包括对瑞昌竹编国家级非遗传承人的深度访谈，将采集的竹编传统文化元素导入模型系统，利用生成式对抗网络技术训练计算机GPU，使其衍生出新的文化元素，建立瑞昌竹编文化元素库。结论 利用生成式对抗网络模型迭代计算出的瑞昌竹编传统文化元素既具有传统纹样的艺术性又兼具信息时代对设计衍生的时效性要求，同时还符合当代社会对时尚偏好的追求。将其运用于现代文创产品的设计当中，使文创产品成为传播我国优良传统文化元素的有效载体。 |
| 英文摘要: |
| The work aims to explore the generation methods of traditional cultural elements, apply them into the design of cultural and creative products, and try to spread traditional Chinese culture. It also aims to solve practical problems such as lack of inheritors of intangible cultural heritage and lack of new elements through technological innovation and application. Taking the traditional cultural elements of Ruichang bamboo weaving as an example, through comprehensive literature research, field surveys, including in-depth interviews with national intangible cultural heritage inheritors of Ruichang bamboo weaving, the collected traditional cultural elements of bamboo weaving were imported into the model. The generative adversarial network was used to train GPU to derive new cultural elements and establish a library of cultural elements for Ruichang bamboo weaving. The traditional Ruichang bamboo weaving elements calculated by Generative adversarial networks not only have the artistry of traditional patterns, but also meet the timeliness requirements of design derivation in the information era. If the generated elements are applied to modern cultural and creative design, cultural and creative products would become effective carrier for spreading China’s superior traditional culture. |
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