Few-shot learning for facial expression recognition: a comprehensive survey

CL Kim, BG Kim - Journal of Real-Time Image Processing, 2023 - Springer
Facial expression recognition (FER) is utilized in various fields that analyze facial
expressions. FER is attracting increasing attention for its role in improving the convenience …

[PDF][PDF] Intelligent Artistic Typography: A Comprehensive Review of Artistic Text Design and Generation

Y Bai, Z Huang, W Gao, S Yang… - APSIPA Transactions on …, 2024 - nowpublishers.com
Artistic text generation aims to amplify the aesthetic qualities of text while maintaining
readability. It can make the text more attractive and better convey its expression, thus …

Dg-font: Deformable generative networks for unsupervised font generation

Y **e, X Chen, L Sun, Y Lu - … of the IEEE/CVF conference on …, 2021 - openaccess.thecvf.com
Font generation is a challenging problem especially for some writing systems that consist of
a large number of characters and has attracted a lot of attention in recent years. However …

Look closer to supervise better: One-shot font generation via component-based discriminator

Y Kong, C Luo, W Ma, Q Zhu, S Zhu… - Proceedings of the …, 2022 - openaccess.thecvf.com
Automatic font generation remains a challenging research issue due to the large amounts of
characters with complicated structures. Typically, only a few samples can serve as the …

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 …

Cf-font: Content fusion for few-shot font generation

C Wang, M Zhou, T Ge, Y Jiang… - Proceedings of the …, 2023 - openaccess.thecvf.com
Content and style disentanglement is an effective way to achieve few-shot font generation. It
allows to transfer the style of the font image in a source domain to the style defined with a …

Xmp-font: Self-supervised cross-modality pre-training for few-shot font generation

W Liu, F Liu, F Ding, Q He, Z Yi - Proceedings of the IEEE …, 2022 - openaccess.thecvf.com
Generating a new font library is a very labor-intensive and time-consuming job for glyph-rich
scripts. Few-shot font generation is thus required, as it requires only a few glyph references …

[PDF][PDF] Multiple heads are better than one: Few-shot font generation with multiple localized experts

S Park - Ar**v abs/2104, 2021 - academia.edu
A few-shot font generation (FFG) method has to satisfy two objectives: the generated images
should preserve the underlying global structure of the target character and present the …

Deepvecfont-v2: Exploiting transformers to synthesize vector fonts with higher quality

Y Wang, Y Wang, L Yu, Y Zhu… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Vector font synthesis is a challenging and ongoing problem in the fields of Computer Vision
and Computer Graphics. The recently-proposed DeepVecFont achieved state-of-the-art …

Diff-font: Diffusion model for robust one-shot font generation

H He, X Chen, C Wang, J Liu, B Du, D Tao… - International Journal of …, 2024 - Springer
Font generation presents a significant challenge due to the intricate details needed,
especially for languages with complex ideograms and numerous characters, such as …