论文标题
带有变压器的汉字的SVG矢量字体生成
SVG Vector Font Generation for Chinese Characters with Transformer
论文作者
论文摘要
为中文角色设计字体是高度劳动力且耗时的。尽管最新的方法成功地生成了英语字母矢量字体，但尽管对自动字体产生的需求很高，但由于其复杂的形状和许多字符，中国矢量字体的生成一直是一个未解决的问题。这项研究解决了仅从单个样式和内容参考的中文矢量字体自动生成的问题。我们提出了一种具有变压器和损耗功能的新型网络体系结构，以捕获结构特征而无需区分渲染。尽管数据集范围仍然仅限于Sans-Serif家族，但我们首次使用所提出的方法成功地生成了中国矢量字体。
Designing fonts for Chinese characters is highly labor-intensive and time-consuming. While the latest methods successfully generate the English alphabet vector font, despite the high demand for automatic font generation, Chinese vector font generation has been an unsolved problem owing to its complex shape and numerous characters. This study addressed the problem of automatically generating Chinese vector fonts from only a single style and content reference. We proposed a novel network architecture with Transformer and loss functions to capture structural features without differentiable rendering. Although the dataset range was still limited to the sans-serif family, we successfully generated the Chinese vector font for the first time using the proposed method.
