Ensuring Consistency for In-Image Translation

C Fu, X Feng, Y Huang, W Huo, B Li, Z Zhang… - arxiv preprint arxiv …, 2024 - arxiv.org
The in-image machine translation task involves translating text embedded within images,
with the translated results presented in image format. While this task has numerous …

Beyond Flat Text: Dual Self-inherited Guidance for Visual Text Generation

M Luo, Z **a, L Chen, Z Li, W Zeng, J Wang… - arxiv preprint arxiv …, 2025 - arxiv.org
In real-world images, slanted or curved texts, especially those on cans, banners, or badges,
appear as frequently, if not more so, than flat texts due to artistic design or layout constraints …