Design of an Intelligent Algorithm for Rural Antique Ceramic Bottom Pattern

Ru Zhang, Zhenhua Guo, Yangfan Xu
{"title":"Design of an Intelligent Algorithm for Rural Antique Ceramic Bottom Pattern","authors":"Ru Zhang, Zhenhua Guo, Yangfan Xu","doi":"10.54097/fcis.v5i3.13839","DOIUrl":null,"url":null,"abstract":"The style of ancient ceramics has always been one of the most important factors affecting the sales of antique ceramic products. Although it has certain rules, due to the complexity of current product design and the limitations of designers in the design process, intelligent algorithms are needed to assist in design. In response to the diversity of intelligent design solutions for antique ceramic products, this paper proposes a research method for antique ceramic product design based on AGCGAN. Combining with the universal links in the process of intelligent product design, a generative adversarial network is used to learn the rules of excellent product design samples, and the generator generation scheme is obtained. Then, through the constructed design scheme filter, the generation scheme is filtered according to the requirements, and a design scheme generation system with certain reference value is constructed.","PeriodicalId":346823,"journal":{"name":"Frontiers in Computing and Intelligent Systems","volume":"19 3","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2023-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Frontiers in Computing and Intelligent Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.54097/fcis.v5i3.13839","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

The style of ancient ceramics has always been one of the most important factors affecting the sales of antique ceramic products. Although it has certain rules, due to the complexity of current product design and the limitations of designers in the design process, intelligent algorithms are needed to assist in design. In response to the diversity of intelligent design solutions for antique ceramic products, this paper proposes a research method for antique ceramic product design based on AGCGAN. Combining with the universal links in the process of intelligent product design, a generative adversarial network is used to learn the rules of excellent product design samples, and the generator generation scheme is obtained. Then, through the constructed design scheme filter, the generation scheme is filtered according to the requirements, and a design scheme generation system with certain reference value is constructed.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
农村仿古陶瓷底纹智能算法的设计
古陶瓷的风格一直是影响古陶瓷产品销量的重要因素之一。虽然它有一定的规律,但由于目前产品设计的复杂性和设计师在设计过程中的局限性,需要智能算法来辅助设计。针对仿古陶瓷产品智能设计方案的多样性,本文提出了一种基于 AGCGAN 的仿古陶瓷产品设计研究方法。结合智能产品设计过程中的普遍环节,利用生成式对抗网络学习优秀产品设计样本的规则,得到生成器生成方案。然后,通过构建的设计方案过滤器,按照要求对生成方案进行筛选,构建出具有一定参考价值的设计方案生成系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
The Relationship between Social Responsibility and Brand Value of Chinese Food and Beverage Enterprises in the Context of High-Quality Development PCB Board Defect Detection Method based on Improved YOLOv8 Collaborative Optimization of Supply Chain Intelligent Management and Industrial Artificial Intelligence Research on the Application of Non-contact Sensing Technology in Real-time Emotional Monitoring and Feedback The Collaborative Application of Internet of Things and Artificial Intelligence in Smart Logistics
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1