Few-shot font generation by learning fine-grained local styles

L Tang, Y Cai, J Liu, Z Hong, M Gong… - Proceedings of the …, 2022 - openaccess.thecvf.com
Few-shot font generation (FFG), which aims to generate a new font with a few examples, is
gaining increasing attention due to the significant reduction in labor cost. A typical FFG …

Generative adversarial networks for handwriting image generation: a review

R Elanwar, M Betke - The Visual Computer, 2024 - Springer
Handwriting synthesis, the task of automatically generating realistic images of handwritten
text, has gained increasing attention in recent years, both as a challenge in itself, as well as …

Rd-gan: Few/zero-shot chinese character style transfer via radical decomposition and rendering

Y Huang, M He, L **, Y Wang - … Conference, Glasgow, UK, August 23–28 …, 2020 - Springer
Style transfer has attracted much interest owing to its various applications. Compared with
English character or general artistic style transfer, Chinese character style transfer remains a …

Vq-font: Few-shot font generation with structure-aware enhancement and quantization

M Yao, Y Zhang, X Lin, X Li, W Zuo - … of the AAAI Conference on Artificial …, 2024 - ojs.aaai.org
Few-shot font generation is challenging, as it needs to capture the fine-grained stroke styles
from a limited set of reference glyphs, and then transfer to other characters, which are …

Calligan: Style and structure-aware chinese calligraphy character generator

SJ Wu, CY Yang, JY Hsu - arxiv preprint arxiv:2005.12500, 2020 - arxiv.org
Chinese calligraphy is the writing of Chinese characters as an art form performed with
brushes so Chinese characters are rich of shapes and details. Recent studies show that …

Zigan: Fine-grained chinese calligraphy font generation via a few-shot style transfer approach

Q Wen, S Li, B Han, Y Yuan - Proceedings of the 29th ACM international …, 2021 - dl.acm.org
Chinese character style transfer is a very challenging problem because of the complexity of
the glyph shapes or underlying structures and large numbers of existed characters, when …

Layer similarity guiding few-shot Chinese style transfer

Y Li, G Lin, M He, D Yuan, K Liao - The Visual Computer, 2024 - Springer
Few-shot text style transfer faces two main challenges: The first challenge is the limited
availability of reference style text, while the second challenge is the varying degrees of …

Generating Handwritten Mathematical Expressions From Symbol Graphs: An End-to-End Pipeline

Y Chen, F Gao, Y Zhang, M Qiao… - Proceedings of the …, 2024 - openaccess.thecvf.com
In this paper we explore a novel challenging generation task ie Handwritten Mathematical
Expression Generation (HMEG) from symbolic sequences. Since symbolic sequences are …

Se-gan: Skeleton enhanced gan-based model for brush handwriting font generation

S Yuan, R Liu, M Chen, B Chen… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Previous works on font generation mainly focus on the standard print fonts where character's
shape is stable and strokes are clearly separated. There is rare research on brush hand …

Review of GAN-Based Research on Chinese Character Font Generation

X Wang, C Li, Z Sun, L Hui - Chinese Journal of Electronics, 2024 - ieeexplore.ieee.org
With the rapid development of deep learning, generative adversarial network (GAN) has
become a research hotspot in the field of computer vision. GAN has a wide range of …