Few-shot Font Generation
Overview of few-shot font generation tasks. The few-shot font generation task aims to generate a full font library (19,514 characters in our Chinese generation scenario) with a coherent style with only very few references (8 glyphs in our experiments)
Architecture of LF-Font
Overview of Proposed Model (LF-Font). LF-Font consists of three parts, style encoding, content encoding, and generation. The style encoding part extracts rich and localized "component-wise style features" from the reference images. The content encoding part extracts a content representation, which represents the global structure of the source image. Finally, LF-Font generates a target glyph which has the reference style and the source character by combining the component-wise style features and the content representation.
Comparison with previous works. The results of LF-Font are reported in the bottom row. LF-Font performs remarkably better than all other methods.
Number of reference images vs. Performance
Extension to Other Languages