[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 …

Exploring stroke-level modifications for scene text editing

Y Qu, Q Tan, H **e, J Xu, Y Wang… - Proceedings of the AAAI …, 2023 - ojs.aaai.org
Scene text editing (STE) aims to replace text with the desired one while preserving
background and styles of the original text. However, due to the complicated background …

Visual Text Meets Low-level Vision: A Comprehensive Survey on Visual Text Processing

Y Shu, W Zeng, Z Li, F Zhao, Y Zhou - arxiv preprint arxiv:2402.03082, 2024 - arxiv.org
Visual text, a pivotal element in both document and scene images, speaks volumes and
attracts significant attention in the computer vision domain. Beyond visual text detection and …

Kinetic Typography Diffusion Model

S Park, I Bae, S Shin, HG Jeon - European Conference on Computer …, 2024 - Springer
This paper introduces a method for realistic kinetic typography that generates user-preferred
animatable “text content”. We draw on recent advances in guided video diffusion models to …

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 …

Enhancing scene text detectors with realistic text image synthesis using diffusion models

L Fu, Z Wu, Y Zhu, Y Liu, X Bai - Computer Vision and Image …, 2025 - Elsevier
Scene text detection techniques have garnered significant attention due to their wide-
ranging applications. However, existing methods have a high demand for training data, and …

FASTER: A Font-Agnostic Scene Text Editing and Rendering Framework

A Das, S Biswas, P Roy, S Ghosh, U Pal… - arxiv preprint arxiv …, 2023 - arxiv.org
Scene Text Editing (STE) is a challenging research problem, that primarily aims towards
modifying existing texts in an image while preserving the background and the font style of …

MSLKANet: A Multi-Scale Large Kernel Attention Network for Scene Text Removal

G Lyu - arxiv preprint arxiv:2211.06565, 2022 - arxiv.org
Scene text removal aims to remove the text and fill the regions with perceptually plausible
background information in natural images. It has attracted increasing attention due to its …