arXiv:2509.10006cs.CV2025-09

仅用部分笔画就能生成完整字体,提升设计效率。

Few-Part-Shot Font Generation

  • 用部分笔画作为输入生成完整字体
  • 降低对完整字符的需求,提升生成效率
  • 适合字体设计与低资源场景使用

本文提出一种新的少部分样本字体生成方法,仅需一组局部设计元素(即部分笔画)即可生成完整字体。与传统少样本字体生成需多个字符类的完整字形不同,该方法只需部分笔画作为输入。所提模型不仅提升了字体创建效率,还揭示了局部设计细节如何影响单个字符的整体结构。

原文摘要 · Abstract (English)

This paper proposes a novel model of few-part-shot font generation, which designs an entire font based on a set of partial design elements, i.e., partial shapes. Unlike conventional few-shot font generation, which requires entire character shapes for a couple of character classes, our approach only needs partial shapes as input. The proposed model not only improves the efficiency of font creation but also provides insights into how partial design details influence the entire structure of the individual characters.

字体生成少样本学习设计自动化

Thank you to arXiv for use of its open access interoperability. PaperDance 不是 arXiv 官方产品;中文卡片由大模型生成,请以原文为准。