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KAGAN: A Chinese poetry style transfer method

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成果类型:
期刊论文
作者:
Yang, Kai;Zhao, Huihuang;Sun, Yaqi;Liu, Qingyun;Hu, Boxia
通讯作者:
Huihuang Zhao
作者机构:
[Zhao, Huihuang; Yang, Kai; Sun, Yaqi; Liu, Qingyun; Hu, Boxia] Hengyang Normal Univ, Coll Comp Sci & Technol, Hengyang 421002, Peoples R China.
[Zhao, Huihuang; Sun, Yaqi; Liu, Qingyun; Hu, Boxia] Hunan Prov Key Lab Intelligent Informat Proc & App, Hengyang 421002, Peoples R China.
通讯机构:
[Huihuang Zhao] C
College of Computer Science and Technology, Hengyang Normal University, Hengyang 421002, China<&wdkj&>Hunan Provincial Key Laboratory of Intelligent Information Processing and Application, Hengyang 421002, China
语种:
英文
关键词:
Attention mechanism;Character style transfer;Font generation;GAN
期刊:
Computers & Electrical Engineering
ISSN:
0045-7906
年:
2022
卷:
102
页码:
108185
基金类别:
This work was supported by the National Natural Science Foundation of China ( 61772179 ), Hunan Provincial Natural Science Foundation of China ( 2020JJ4152, 2022JJ50016 ), and the Science and Technology Plan Project of Hunan Province ( 2016TP1020 ). Scientific Research Fund of Hunan Provincial Education Department (21B0649), Double First-Class University Project of Hunan Province (Xiangjiaotong [2018]469), Postgraduate Scientific Research Innovation Project of Hunan Province (CX20190998), Degree and Postgraduate Education Reform Project of Hunan Province (2019JGYB266, 2020JGZD072), Industry University Research Innovation Foundation of Ministry of Education Science and Technology Development Center (2020QT09), Hengyang Technology Innovation Guidance Projects (2020h052805,Hengcaijiaozhi [2020]-67), Postgraduate Teaching Platform Project of Hunan Province (Xiangjiaotong [2019]370-321).
机构署名:
本校为第一机构
院系归属:
计算机科学与技术学院
摘要:
Character style transfer is challenging, especially when working with Chinese characters. Compared with English characters, Chinese characters have a range of structures and font styles and have attracted a lot of attention in recent research. Some GAN-based methods were proposed for Chinese character style transfer; however, these methods were focused on a single character image ignoring Chinese sentences or multiple characters in one image. A Chinese poetry style transfer method is proposed to address the problem based on Chinese character style transfer. The proposed method includes Smooth ...

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